{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":54,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":54,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"d4b729a88efa","filters":{"venue":"Lecture notes in information systems and organisation"}},"results":[{"id":"W3208693767","doi":"10.1007/978-3-030-88900-5_27","title":"Explainable Artificial Intelligence (XAI): How the Visualization of AI Predictions Affects User Cognitive Load and Confidence","year":2021,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Explainable Artificial Intelligence (XAI)","field":"Computer Science","cited_by":51,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"CLARITY; Computer science; Visualization; Transparency (behavior); Artificial intelligence; Cognitive load; Cognition; Presentation (obstetrics); Psychology","authors":[{"name":"Antoine Hudon","is_ca":true},{"name":"Théophile Demazure","is_ca":true},{"name":"Alexander J. Karran","is_ca":true},{"name":"Pierre‐Majorique Léger","is_ca":true},{"name":"Sylvain Sénécal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02349838693404572,"gpt":0.2561526430772192,"spread":0.2326542561431735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000530981,0.0004836447,0.0002221292,0.0003579077,0.0002488856,0.002337195,0.0005633131,0.0007249733,0.01637359],"category_scores_gemma":[0.01058108,0.0002779093,0.0002461035,0.000616328,0.0003596345,0.002867599,0.0006958363,0.001010987,0.001410306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003273058,"about_ca_system_score_gemma":0.0002113605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002047399,"about_ca_topic_score_gemma":0.002027472,"domain_scores_codex":[0.9998183,0.00007100543,0.000006822078,0.00003787188,0.00005444784,0.00001160414],"domain_scores_gemma":[0.9949006,0.00451752,0.0002149672,0.0001806706,0.0001331621,0.00005296075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001133529,0.0003568331,0.03130464,0.001099199,0.0002024272,0.0004136955,0.01025916,0.02971135,0.03581363,0.07055815,0.06137762,0.7577698],"study_design_scores_gemma":[0.0001726605,0.0005992151,0.1153769,0.000410958,0.0003497722,0.001026376,0.002975826,0.5413193,0.03615666,0.2518587,0.04947475,0.0002790146],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5656009,0.004020434,0.3046393,0.006169814,0.0006497165,0.0002058033,0.004135318,0.01297145,0.1016072],"genre_scores_gemma":[0.9126315,0.0008938939,0.0708351,0.0002468755,0.00007116533,0.0001193829,0.001298619,0.0008997178,0.01300388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01637359,"threshold_uncertainty_score":0.05477518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2529602603","doi":"10.1007/978-3-319-41402-7_22","title":"A Refined Examination of Worker Age and Stress: Explaining How, and Why, Older Workers Are Especially Techno-Stressed in the Interruption Age","year":2016,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Technostress in Professional Settings","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Technostress; Workforce; Aging in the American workforce; Psychology; Information Age; Control (management); Social psychology; Computer science; Political science","authors":[{"name":"Stefan Tams","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02217485031964315,"gpt":0.2709167681042037,"spread":0.2487419177845606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008093571,0.0004083252,0.0002459053,0.0007858154,0.001134001,0.001934969,0.0005497018,0.001041646,0.004396209],"category_scores_gemma":[0.001745342,0.0001933481,0.0003735281,0.0008505446,0.001959489,0.002435144,0.001582102,0.001841853,0.0006586993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085675,"about_ca_system_score_gemma":0.002035534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028818,"about_ca_topic_score_gemma":0.02285268,"domain_scores_codex":[0.9998292,0.00004739597,0.00001241966,0.00002224809,0.00003385891,0.00005493328],"domain_scores_gemma":[0.9991438,0.0004343484,0.0001198845,0.00002229387,0.0001607741,0.0001187828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002293095,0.0003979248,0.1827763,0.001030763,0.00004576107,0.002814052,0.4444551,0.0005166437,0.008061491,0.06229131,0.0308998,0.2664816],"study_design_scores_gemma":[0.00001827947,0.0003253145,0.4944365,0.001719982,0.00006620905,0.00262937,0.3048231,0.0006221087,0.001247129,0.04304489,0.1509904,0.00007672478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7980293,0.04004478,0.0153884,0.05540932,0.001329208,0.0001579572,0.0005527879,0.00009405683,0.08899427],"genre_scores_gemma":[0.9477213,0.01951913,0.005053327,0.003986567,0.0003030666,0.00007927256,0.0001493817,0.00003315326,0.02315483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01028818,"threshold_uncertainty_score":0.02045661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898877241","doi":"10.1007/978-3-030-01087-4_5","title":"Measuring the Impact of Mind Wandering in Real Time Using an Auditory Evoked Potential","year":2018,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Neurophysiology; Electroencephalography; Mind-wandering; Oddball paradigm; Psychology; Mismatch negativity; Measure (data warehouse); Cognitive psychology; Computer science; Audiology; Event-related potential; Neuroscience; Cognition; Medicine; Data mining","authors":[{"name":"Colin Conrad","is_ca":true},{"name":"Aaron J. Newman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03712258956293461,"gpt":0.2569605504606554,"spread":0.2198379608977208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003342926,0.0004568676,0.0002597106,0.0004505775,0.0001489002,0.0008685105,0.0003193598,0.0007486894,0.002571349],"category_scores_gemma":[0.002372853,0.0001680841,0.0002746243,0.0003953343,0.0002253824,0.0007100151,0.0004453239,0.000508266,0.000679566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009572887,"about_ca_system_score_gemma":0.0001587028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000402823,"about_ca_topic_score_gemma":0.0006743438,"domain_scores_codex":[0.9997178,0.00005615132,0.00001888811,0.00007061839,0.0001116092,0.00002488954],"domain_scores_gemma":[0.999207,0.0004527763,0.00008142589,0.00005187545,0.0001232177,0.00008378883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001490449,0.0002327909,0.01438834,0.0004127221,0.0001654518,0.0005879747,0.0002534038,0.0005059724,0.8571779,0.000335759,0.0007601383,0.1236892],"study_design_scores_gemma":[0.0001602344,0.003969326,0.6769602,0.0001446762,0.0005675016,0.008948614,0.0007713765,0.009245159,0.2913772,0.003517537,0.004189906,0.0001482553],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9169295,0.003439307,0.06870075,0.0002935932,0.000336342,0.0002379688,0.001245069,0.0006787744,0.008138607],"genre_scores_gemma":[0.9718093,0.001787851,0.02263614,0.0003104514,0.0001689314,0.000100658,0.0005004859,0.00009131025,0.002595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002571349,"threshold_uncertainty_score":0.008602023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2529721378","doi":"10.1007/978-3-319-41402-7_11","title":"Neural Correlates of Technological Ambivalence: A Research Proposal","year":2016,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Ambivalence; Psychology; Object (grammar); Neural correlates of consciousness; Social psychology; State (computer science); Neural system; Cognition; Cognitive psychology; Cognitive science; Computer science; Artificial intelligence; Neuroscience","authors":[{"name":"Hillol Bala","is_ca":false},{"name":"Élise Labonté-LeMoyne","is_ca":true},{"name":"Pierre‐Majorique Léger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01818111208306891,"gpt":0.2782763021826156,"spread":0.2600951900995467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001176066,0.0002256028,0.0003619175,0.0005704108,0.0003459901,0.00271892,0.0007536749,0.0009838823,0.005918403],"category_scores_gemma":[0.00803389,0.0004836914,0.0003372218,0.001082082,0.00103318,0.002194054,0.0009749202,0.001345095,0.0004642447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002428776,"about_ca_system_score_gemma":0.0003032638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007421238,"about_ca_topic_score_gemma":0.001180048,"domain_scores_codex":[0.999719,0.00006626757,0.00001958625,0.00009588526,0.00005323973,0.0000460704],"domain_scores_gemma":[0.9951747,0.002917741,0.0007059136,0.0005368344,0.0003832715,0.0002815143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002546834,0.002483588,0.3946939,0.0009415349,0.001009813,0.001010727,0.005214771,0.006437839,0.1384333,0.08022771,0.005890073,0.3611099],"study_design_scores_gemma":[0.0001272144,0.000470124,0.8455049,0.0001174281,0.000327867,0.0009824714,0.002134757,0.01566482,0.004936087,0.1267397,0.002907919,0.00008665564],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9536334,0.001609193,0.01347925,0.003962156,0.0001184874,0.0001404634,0.0007591764,0.00004213198,0.02625579],"genre_scores_gemma":[0.9935322,0.0005607519,0.003414187,0.0002395976,0.0001228006,0.00007297396,0.0002139147,0.00002030573,0.001823272],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.005918403,"threshold_uncertainty_score":0.01979905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2769547651","doi":"10.1007/978-3-319-67431-5_9","title":"The Impact of Age and Cognitive Style on E-Commerce Decisions: The Role of Cognitive Bias Susceptibility","year":2017,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Cognition; Cognitive style; Style (visual arts); Cognitive bias; E-commerce; Psychology; Cognitive psychology; Business; Computer science; Geography; World Wide Web; Archaeology; Neuroscience","authors":[{"name":"Nour El Shamy","is_ca":true},{"name":"Khaled Hassanein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06932447520783701,"gpt":0.3476705586648605,"spread":0.2783460834570234,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002391511,0.0003323685,0.0003265793,0.0006726992,0.0003684521,0.002343437,0.0004059355,0.0008613151,0.005003215],"category_scores_gemma":[0.01886234,0.0002114093,0.0004770783,0.0007764146,0.0006504497,0.001161169,0.000779785,0.001183905,0.0007156044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002860004,"about_ca_system_score_gemma":0.0003987175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00186857,"about_ca_topic_score_gemma":0.003167937,"domain_scores_codex":[0.9988996,0.0004741081,0.00008008337,0.0001594657,0.0002458916,0.0001408286],"domain_scores_gemma":[0.9691483,0.02302745,0.003223085,0.001271029,0.001159093,0.002170946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001295699,0.0007490661,0.9408213,0.00006972605,0.0004425787,0.0003838967,0.002535452,0.0006492105,0.002073565,0.001865397,0.0005784901,0.04853568],"study_design_scores_gemma":[0.0000255047,0.0004218658,0.9919513,0.00003812023,0.0001861942,0.0003396161,0.001048586,0.0009220021,0.0004801367,0.003845147,0.000703542,0.0000378696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908824,0.0015556,0.0004131536,0.0003248185,0.0000463874,0.000006362784,0.00009005116,0.000006777614,0.006674504],"genre_scores_gemma":[0.9979814,0.0004412013,0.0001998748,0.00006998837,0.00004392125,0.000003984546,0.00005934978,0.000009489291,0.001190803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005003215,"threshold_uncertainty_score":0.0167374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2410481630","doi":"10.1007/978-3-319-18702-0_25","title":"Measuring Flow Using Psychophysiological Data in a Multiplayer Gaming Context","year":2015,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Flow Experience in Various Fields","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Context (archaeology); Computer science; Flow (mathematics); Personality; Neurophysiology; Cognitive psychology; Psychology; Applied psychology; Human–computer interaction; Social psychology; Neuroscience; Mathematics","authors":[{"name":"Marie-Christine Bastarache-Roberge","is_ca":true},{"name":"Pierre‐Majorique Léger","is_ca":true},{"name":"François Courtemanche","is_ca":true},{"name":"Sylvain Sénécal","is_ca":true},{"name":"Marc Frédette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1300047929332636,"gpt":0.3201801721213582,"spread":0.1901753791880946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004347241,0.0005354053,0.0002214502,0.0006444148,0.0004421097,0.001647345,0.0004720652,0.0006782144,0.003381844],"category_scores_gemma":[0.001625382,0.0002240316,0.0002128654,0.0005423028,0.0003477094,0.0009427691,0.0009089074,0.0005264254,0.0004228179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003153271,"about_ca_system_score_gemma":0.0003603143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005946033,"about_ca_topic_score_gemma":0.009363362,"domain_scores_codex":[0.9997333,0.00009283872,0.00001123999,0.00005525285,0.00006058092,0.00004684917],"domain_scores_gemma":[0.9994987,0.0002880666,0.00004906881,0.00001833209,0.00007614436,0.00006959534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002533532,0.002363497,0.1648222,0.0006243265,0.0002289408,0.0005807892,0.01065768,0.01146869,0.3117466,0.006772251,0.004883141,0.4833183],"study_design_scores_gemma":[0.0001297499,0.002974368,0.7774376,0.0002910075,0.0002354649,0.001221286,0.01003707,0.1058193,0.06815953,0.02073333,0.0125955,0.0003657973],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581097,0.0003539859,0.03032165,0.0001828644,0.00004232587,0.0001401553,0.0003882959,0.0001648308,0.01029606],"genre_scores_gemma":[0.9681216,0.0003368635,0.0270604,0.0001166991,0.00004355773,0.0001036685,0.0002419873,0.00003379467,0.003941446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005946033,"threshold_uncertainty_score":0.01182288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3209216367","doi":"10.1007/978-3-030-88900-5_4","title":"Motor Dysfunction Simulation in Able-Bodied Participants for Usability Evaluation of Assistive Technology: A Research Proposal","year":2021,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Usability; Assistive technology; Human–computer interaction; Computer science; Gesture; Psychology; Applied psychology; Artificial intelligence","authors":[{"name":"Félix Giroux","is_ca":true},{"name":"Jared Boasen","is_ca":true},{"name":"Charlotte J. Stagg","is_ca":false},{"name":"Sylvain Sénécal","is_ca":true},{"name":"Constantinos K. Coursaris","is_ca":true},{"name":"Pierre‐Majorique Léger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1404172114009523,"gpt":0.3796353875029352,"spread":0.2392181761019829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002066561,0.0006241112,0.0004963233,0.0004141497,0.0003388488,0.0005980851,0.0006838477,0.0007576293,0.004248757],"category_scores_gemma":[0.002510258,0.0001352144,0.0006614068,0.0001990757,0.0002892855,0.0004502525,0.0007305918,0.0002649717,0.0006345311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003216852,"about_ca_system_score_gemma":0.0006120378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001267235,"about_ca_topic_score_gemma":0.001442403,"domain_scores_codex":[0.9994295,0.0003313168,0.0000454558,0.00005521795,0.00008729357,0.00005104016],"domain_scores_gemma":[0.998657,0.0008159759,0.00004217459,0.00006252582,0.0003112081,0.000111177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01283158,0.02401312,0.06469395,0.003994393,0.0003734162,0.003401847,0.02213329,0.008505449,0.3064346,0.003654034,0.005513313,0.5444511],"study_design_scores_gemma":[0.003418007,0.1443306,0.460077,0.002153415,0.00158208,0.005550649,0.04091048,0.08896495,0.2201497,0.005070098,0.02721376,0.0005792044],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9737952,0.0004928334,0.01920336,0.0001964346,0.00005053804,0.002018394,0.0003288093,0.00008784125,0.003826619],"genre_scores_gemma":[0.95515,0.0008840834,0.03124386,0.00008805524,0.00002125074,0.004202722,0.0007091687,0.0000239098,0.007676884],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.004248757,"threshold_uncertainty_score":0.01421356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2406857324","doi":"10.1007/978-3-319-18702-0_23","title":"Proposal for the Use of a Passive BCI to Develop a Neurophysiological Inference Model of IS Constructs","year":2015,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Brain–computer interface; Toolbox; Neurophysiology; Computer science; Inference; Interface (matter); Field (mathematics); Human–computer interaction; Artificial intelligence; Electroencephalography; Psychology; Neuroscience; Programming language; Mathematics","authors":[{"name":"Adriane B. Randolph","is_ca":false},{"name":"Élise Labonté-LeMoyne","is_ca":true},{"name":"Pierre‐Majorique Léger","is_ca":true},{"name":"François Courtemanche","is_ca":true},{"name":"Sylvain Sénécal","is_ca":true},{"name":"Marc Frédette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08621902962149129,"gpt":0.2742045241277187,"spread":0.1879854945062274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001957824,0.0006914957,0.0005774821,0.0008391791,0.0007617301,0.002580616,0.003684956,0.002420964,0.01142081],"category_scores_gemma":[0.003542655,0.0008090166,0.001695201,0.0007468787,0.002906083,0.006063545,0.001855765,0.003084645,0.002774679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060065,"about_ca_system_score_gemma":0.001717741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002454085,"about_ca_topic_score_gemma":0.002194906,"domain_scores_codex":[0.9994099,0.0001579855,0.00005197335,0.0001906338,0.0001441689,0.00004543064],"domain_scores_gemma":[0.998765,0.0005005033,0.00005939842,0.0002691488,0.0002774265,0.0001285023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002275542,0.00004150574,0.0001757825,0.0000666748,0.00002903565,0.0001492635,0.000353683,0.005496962,0.002139174,0.9684508,0.00190008,0.02117421],"study_design_scores_gemma":[0.00002666329,0.00006059051,0.000180163,0.00003979436,0.00003555833,0.0002373762,0.0000677896,0.1488544,0.002022598,0.8273895,0.02105299,0.00003251172],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001876082,0.0000966248,0.9866439,0.001890386,0.0001122604,0.00008635,0.0001121027,0.0004946197,0.00868772],"genre_scores_gemma":[0.1056689,0.0002711621,0.8776462,0.0005811315,0.0001369087,0.0004319278,0.0002245495,0.0002075824,0.01483168],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01142081,"threshold_uncertainty_score":0.03820646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898796508","doi":"10.1007/978-3-030-01087-4_8","title":"Paying Attention Doesn’t Always Pay off: The Effects of High Attention Load on Evaluations of Ideas","year":2018,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Creativity; Set (abstract data type); Phenomenon; Psychology; Subject (documents); Information overload; Cognitive psychology; Social psychology; Computer science; Epistemology","authors":[{"name":"Goran Calic","is_ca":true},{"name":"Nour El Shamy","is_ca":true},{"name":"Khaled Hassanein","is_ca":true},{"name":"Scott Watter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01699009232479313,"gpt":0.2950594848374361,"spread":0.278069392512643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00295262,0.0004843599,0.0005233163,0.0004911487,0.0007262646,0.003737279,0.001365735,0.001496905,0.02559219],"category_scores_gemma":[0.07180401,0.0006263201,0.0004647304,0.0008605382,0.001223356,0.003005574,0.001519652,0.003245458,0.002776442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006795268,"about_ca_system_score_gemma":0.0004951816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001980272,"about_ca_topic_score_gemma":0.002114921,"domain_scores_codex":[0.9982316,0.0006871637,0.00007560138,0.0002399987,0.0006303682,0.0001354242],"domain_scores_gemma":[0.888575,0.09993134,0.003908549,0.002930332,0.001325289,0.003329475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04903179,0.01342709,0.09460094,0.001831007,0.001206569,0.002167516,0.02486088,0.005158792,0.1112332,0.01695253,0.04659747,0.6329322],"study_design_scores_gemma":[0.003112134,0.004720009,0.8874393,0.0004005187,0.001032203,0.001145629,0.007838973,0.008085336,0.01160193,0.06353023,0.01072362,0.0003700912],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633374,0.001096855,0.0009488988,0.001085697,0.0001967608,0.00004441617,0.0001576537,0.000102793,0.03302954],"genre_scores_gemma":[0.9867666,0.0005256271,0.001524368,0.0008346508,0.000146471,0.000117636,0.0002691118,0.0002967749,0.009518731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02559219,"threshold_uncertainty_score":0.08561438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1192668054","doi":"10.1007/978-3-319-18702-0_3","title":"The Impact of Interruptions on Technology Usage: Exploring Interdependencies Between Demands from Interruptions, Worker Control, and Role-Based Stress","year":2015,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Interdependence; Work (physics); Control (management); Affect (linguistics); Mediation; Psychology; Knowledge management; Applied psychology; Social psychology; Business; Risk analysis (engineering); Computer science; Engineering; Political science","authors":[{"name":"Stefan Tams","is_ca":true},{"name":"Jason Bennett Thatcher","is_ca":false},{"name":"Manju Ahuja","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1672733630685353,"gpt":0.3713676142038258,"spread":0.2040942511352905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007208143,0.000331098,0.0003566961,0.0004080383,0.0004156217,0.001852887,0.0007421899,0.0006733974,0.00392599],"category_scores_gemma":[0.003397479,0.0003224703,0.0005648174,0.0009394563,0.0005212786,0.001086961,0.0006841107,0.001110274,0.0002728905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005639045,"about_ca_system_score_gemma":0.0008109988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003825948,"about_ca_topic_score_gemma":0.007650708,"domain_scores_codex":[0.9996847,0.0001246334,0.00001162134,0.0000337385,0.00009356544,0.00005171157],"domain_scores_gemma":[0.9954187,0.003778235,0.0003686248,0.00006296211,0.0001273279,0.0002442729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001762862,0.00228584,0.6813805,0.00135066,0.0008895308,0.0007643942,0.0408415,0.005990542,0.01199864,0.009803678,0.003495246,0.2394367],"study_design_scores_gemma":[0.00001714079,0.000378249,0.9817495,0.0001473345,0.000160261,0.0001076313,0.009028528,0.002330063,0.0004231963,0.004152277,0.001478413,0.00002741273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987873,0.002107837,0.001365536,0.0005225897,0.00002413813,0.00002353674,0.0002008539,0.00001022973,0.007872363],"genre_scores_gemma":[0.9964709,0.001526387,0.0006489575,0.00005311662,0.0000201795,0.00003378185,0.0001357625,0.000008696011,0.001102181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00392599,"threshold_uncertainty_score":0.0131337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3209254487","doi":"10.1007/978-3-030-88900-5_23","title":"Does Media Richness Influence the User Experience of Chatbots: A Pilot Study","year":2021,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"AI in Service Interactions","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Species richness; Psychology; Ecology; Biology","authors":[{"name":"Laurie Carmichael","is_ca":true},{"name":"Sara‐Maude Poirier","is_ca":true},{"name":"Constantinos K. Coursaris","is_ca":true},{"name":"Pierre‐Majorique Léger","is_ca":true},{"name":"Sylvain Sénécal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01429080016679561,"gpt":0.2394239270131371,"spread":0.2251331268463415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006908871,0.0004963779,0.0006938054,0.0007909939,0.001276831,0.002496734,0.000924515,0.001088817,0.008135614],"category_scores_gemma":[0.04062066,0.0007319152,0.000652107,0.0004432052,0.001236738,0.002362608,0.00132846,0.001295386,0.001137077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000591456,"about_ca_system_score_gemma":0.0007169122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002502675,"about_ca_topic_score_gemma":0.002901834,"domain_scores_codex":[0.9968693,0.001585362,0.000258399,0.0004627433,0.0004560129,0.0003682836],"domain_scores_gemma":[0.9082383,0.07797689,0.004086006,0.002697024,0.003202196,0.003799577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04472798,0.1027502,0.3809621,0.003724463,0.0008338499,0.001973455,0.2675097,0.0009110222,0.07932868,0.001190266,0.002037479,0.1140507],"study_design_scores_gemma":[0.002818405,0.1429334,0.7518475,0.0002986551,0.001626153,0.0006497829,0.07095,0.003449369,0.01872224,0.0006475701,0.005685746,0.0003711644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990345,0.00002128714,0.0001475586,0.00002041916,0.000009821261,0.0001235258,0.00003839126,0.00001015857,0.0005943862],"genre_scores_gemma":[0.9975042,0.00004167695,0.0006244272,0.00006033774,0.00002122343,0.0003863319,0.0000808335,0.00001883827,0.001262208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008135614,"threshold_uncertainty_score":0.03653806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981968104","doi":"10.1007/978-3-030-28144-1_16","title":"Wavelet Transform Coherence: An Innovative Method to Investigate Social Interaction in NeuroIS","year":2019,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Popularity; Coherence (philosophical gambling strategy); Computer science; Wavelet transform; Data science; Wavelet; Artificial intelligence; Management science; Psychology; Engineering; Mathematics","authors":[{"name":"Paul Léné","is_ca":true},{"name":"Alexander J. Karran","is_ca":true},{"name":"Élise Labonté-LeMoyne","is_ca":true},{"name":"Sylvain Sénécal","is_ca":true},{"name":"Marc Frédette","is_ca":true},{"name":"Kevin Johnson","is_ca":true},{"name":"Pierre‐Majorique Léger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03419869686979797,"gpt":0.2924144516436305,"spread":0.2582157547738325,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005002205,0.0005565303,0.0002779347,0.001353369,0.0002752644,0.0008236125,0.0004705357,0.0006371181,0.004213841],"category_scores_gemma":[0.001295347,0.0001818707,0.0003969159,0.002401299,0.0005761975,0.001181281,0.0006015996,0.0005244518,0.0007006667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001553608,"about_ca_system_score_gemma":0.0002551112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005088758,"about_ca_topic_score_gemma":0.0008087815,"domain_scores_codex":[0.9998209,0.00005652754,0.000009393678,0.00003735957,0.00005807737,0.00001777524],"domain_scores_gemma":[0.9996467,0.0002193051,0.00002764484,0.00003548811,0.00005379467,0.00001713334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000408733,0.0001989277,0.00421016,0.0006003627,0.0002062927,0.0004076591,0.0007792515,0.01321438,0.2303845,0.06262688,0.007097876,0.679865],"study_design_scores_gemma":[0.0001522137,0.0007928378,0.04002837,0.0001910828,0.0004226468,0.002643806,0.001533075,0.7163087,0.07365086,0.1241479,0.03994464,0.0001839139],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03876287,0.0007535732,0.9528517,0.0001864822,0.0001268137,0.000107923,0.0004690374,0.0004124726,0.006329175],"genre_scores_gemma":[0.307683,0.001722609,0.6807472,0.0001755842,0.0002766745,0.0005063374,0.0006382728,0.0004468533,0.007803528],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004213841,"threshold_uncertainty_score":0.01409668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3210976891","doi":"10.1007/978-3-030-88900-5_24","title":"Development of a New Dynamic Personalised Emotional Baselining Protocol for Human-Computer Interaction","year":2021,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Color perception and design","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Protocol (science); Computer science; Human–computer interaction; Psychology; Medicine","authors":[{"name":"Élise Labonté-LeMoyne","is_ca":true},{"name":"François Courtemanche","is_ca":true},{"name":"Constantinos K. Coursaris","is_ca":true},{"name":"Arielle Hakim","is_ca":true},{"name":"Sylvain Sénécal","is_ca":true},{"name":"Pierre‐Majorique Léger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05821020611087795,"gpt":0.3451958236407396,"spread":0.2869856175298616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003842433,0.0009326258,0.0009326942,0.0007449037,0.00105644,0.002215995,0.002523098,0.001328807,0.03581817],"category_scores_gemma":[0.0108621,0.0008457325,0.0004449066,0.0004388727,0.00113388,0.003561341,0.004108841,0.002361123,0.01035395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005638524,"about_ca_system_score_gemma":0.0014518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007599773,"about_ca_topic_score_gemma":0.0008793184,"domain_scores_codex":[0.9970823,0.0007986251,0.0003971321,0.0004961018,0.0009882209,0.0002376496],"domain_scores_gemma":[0.9941633,0.001974956,0.0002051582,0.001935141,0.001463616,0.0002577561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001908599,0.0007447247,0.0007933679,0.0008180226,0.0001059098,0.0005368391,0.002063289,0.008037444,0.1897256,0.06893197,0.02803206,0.6983021],"study_design_scores_gemma":[0.0005500806,0.001434047,0.001670288,0.000382633,0.0002093513,0.001071436,0.0008770368,0.2500651,0.4493717,0.04917294,0.2448473,0.0003482552],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005202852,0.00006340424,0.9783319,0.0001003528,0.0001670022,0.001322115,0.0001833052,0.00918017,0.005448909],"genre_scores_gemma":[0.1230615,0.0001737639,0.8433649,0.0002894904,0.00006051896,0.004958176,0.0009169854,0.002510953,0.02466376],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03581817,"threshold_uncertainty_score":0.1198237,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3096175196","doi":"10.1007/978-3-030-60073-0_17","title":"What Do Users Feel? Towards Affective EEG Correlates of Cybersecurity Notifications","year":2020,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer security; Baseline (sea); Work (physics); Computer science; Notification system; Electroencephalography; Phenomenon; Psychology; Internet privacy; Applied psychology; Engineering; World Wide Web; Political science","authors":[{"name":"Colin Conrad","is_ca":true},{"name":"Jasmine R. Aziz","is_ca":true},{"name":"N. Kyle Smith","is_ca":true},{"name":"Aaron J. Newman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02043582409851173,"gpt":0.2918113210218617,"spread":0.27137549692335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002799197,0.0002127686,0.00008360702,0.0002422379,0.0001741349,0.001353509,0.0001516622,0.0002489822,0.005586464],"category_scores_gemma":[0.002259791,0.00009562286,0.000106496,0.0004137361,0.0002503359,0.0007338641,0.0002655225,0.0003968478,0.0006924807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001222037,"about_ca_system_score_gemma":0.0001078367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009426479,"about_ca_topic_score_gemma":0.001637958,"domain_scores_codex":[0.9999291,0.00002063907,0.000004264075,0.00001615941,0.0000207825,0.000009092008],"domain_scores_gemma":[0.9992465,0.000559443,0.00007970615,0.00001743528,0.00007119571,0.00002569191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000909513,0.0002841254,0.1791644,0.0009580636,0.0001305671,0.0008817174,0.01957868,0.0007067697,0.0958232,0.005314942,0.008094868,0.6881531],"study_design_scores_gemma":[0.00001186216,0.0002085826,0.9706951,0.0002662616,0.00006063353,0.001139028,0.008526891,0.001540523,0.004987366,0.003705884,0.008828969,0.00002889855],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9180934,0.008290525,0.01411442,0.00189839,0.0003710099,0.00007795679,0.0005167883,0.0001223236,0.05651528],"genre_scores_gemma":[0.981618,0.004028582,0.002804951,0.0003707779,0.0001931554,0.00004775617,0.0002247569,0.00003696679,0.01067496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005586464,"threshold_uncertainty_score":0.01868862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312570697","doi":"10.1007/978-3-031-13064-9_25","title":"Leveraging Affective Friction to Improve Online Creative Collaboration: An Experimental Design","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Eurostars; HEC Montréal; Austrian Science Fund; Deutsche Forschungsgemeinschaft; Natural Sciences and Engineering Research Council of Canada; European Commission; Guarantors of Brain; National Institute for Health and Care Research; Volkswagen Foundation; Wellcome Trust","keywords":"Workgroup; Group cohesiveness; Context (archaeology); Social media; Psychology; Pillar; Cohesion (chemistry); Social psychology; Knowledge management; Human–computer interaction; Computer science; Engineering; World Wide Web; Mechanical engineering","authors":[{"name":"Maylis Saigot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01876776855818024,"gpt":0.2817615832738707,"spread":0.2629938147156905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005841638,0.001862342,0.001574733,0.001084307,0.001968672,0.002466298,0.003224979,0.002488043,0.01562496],"category_scores_gemma":[0.01874043,0.001649367,0.001142079,0.0009205504,0.003016247,0.002293169,0.003284002,0.00301884,0.001900148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009708271,"about_ca_system_score_gemma":0.001666102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005998767,"about_ca_topic_score_gemma":0.0005790077,"domain_scores_codex":[0.9950569,0.001804651,0.0007030441,0.001094462,0.0007120161,0.0006290121],"domain_scores_gemma":[0.9804587,0.01304191,0.001314564,0.002650966,0.001109869,0.001423893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1018963,0.6702236,0.005462539,0.003566697,0.0004942722,0.0003082118,0.009698343,0.008418785,0.07794603,0.01064352,0.002075881,0.1092658],"study_design_scores_gemma":[0.1188463,0.7108974,0.03202691,0.0004724705,0.002395279,0.000293741,0.003824355,0.03104848,0.06924891,0.01943401,0.01086409,0.0006481339],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706972,0.000092518,0.01193062,0.0001191307,0.0002931276,0.01233853,0.0002748825,0.0001788997,0.004075094],"genre_scores_gemma":[0.8819327,0.000207068,0.05204637,0.0002958456,0.0001899483,0.05815894,0.0003784634,0.0001369003,0.006653796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01562496,"threshold_uncertainty_score":0.05227071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3095611462","doi":"10.1007/978-3-030-60073-0_33","title":"Ambient Facial Emotion Recognition: A Pilot Study","year":2020,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Emotion and Mood Recognition","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Human–computer interaction; Computer science; Emotion recognition; Facial expression; Context (archaeology); Architecture; Multimedia; Artificial intelligence; Geography","authors":[{"name":"François Courtemanche","is_ca":true},{"name":"Élise Labonté-LeMoyne","is_ca":true},{"name":"David Brieugne","is_ca":true},{"name":"Emma Rucco","is_ca":true},{"name":"Sylvain Sénécal","is_ca":true},{"name":"Marc Frédette","is_ca":true},{"name":"Pierre‐Majorique Léger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04612347673540825,"gpt":0.2668965311185042,"spread":0.2207730543830959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002346098,0.0009392818,0.0009224289,0.0003094935,0.0008058394,0.0005803973,0.0009016048,0.0009846293,0.008532535],"category_scores_gemma":[0.003104331,0.000414582,0.0006253425,0.0002573188,0.000894926,0.0008517758,0.0008694963,0.001113191,0.002918317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002429943,"about_ca_system_score_gemma":0.0005075248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002527517,"about_ca_topic_score_gemma":0.002078499,"domain_scores_codex":[0.9989594,0.0004024986,0.00006595662,0.0002349511,0.0001755202,0.0001616246],"domain_scores_gemma":[0.9981338,0.000839845,0.00004923039,0.0003797113,0.0003664792,0.0002309188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0610753,0.1835849,0.0412894,0.001512552,0.0005334827,0.003590697,0.01992504,0.002034774,0.4463878,0.001226512,0.007291702,0.2315479],"study_design_scores_gemma":[0.0208943,0.429982,0.4411045,0.0001047309,0.001442748,0.005580327,0.01345805,0.01018304,0.0596853,0.001851202,0.01544357,0.0002700917],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914273,0.00005991162,0.003709428,0.00005626711,0.00008624716,0.001590207,0.0003938012,0.00007671156,0.00260014],"genre_scores_gemma":[0.9835926,0.0001603141,0.005908385,0.0002535856,0.00009907417,0.003172325,0.000959666,0.00006890808,0.005785157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008532535,"threshold_uncertainty_score":0.02854413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408086434","doi":"10.1007/978-3-031-71385-9_30","title":"Smishing: Exploring How Different Persuasion Techniques Influence Users Emotions, Cognitions, and Identification Accuracy","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Persuasion; Identification (biology); Psychology; Cognition; Social psychology; Cognitive psychology","authors":[{"name":"Nour El Shamy","is_ca":true},{"name":"Xie Wei","is_ca":false},{"name":"Chen Zhong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02742225110390025,"gpt":0.2503108906266502,"spread":0.22288863952275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001716963,0.0005140979,0.0003745615,0.000349926,0.0003682607,0.001610317,0.0005964896,0.000837439,0.006930291],"category_scores_gemma":[0.01762759,0.0002369956,0.0003642598,0.0003610405,0.0003501926,0.001432243,0.0006070064,0.001075933,0.001010181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001963434,"about_ca_system_score_gemma":0.0001961284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007123781,"about_ca_topic_score_gemma":0.0009219662,"domain_scores_codex":[0.9993302,0.0003161996,0.00003004685,0.00008972881,0.0001804514,0.00005340378],"domain_scores_gemma":[0.9866157,0.01164062,0.0007451524,0.0003675102,0.0004219871,0.0002090331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01134463,0.006254836,0.2897262,0.002098857,0.0007975561,0.0005105197,0.03763122,0.006512516,0.1360676,0.00739143,0.007328003,0.4943366],"study_design_scores_gemma":[0.0003465982,0.006168187,0.898828,0.0001512206,0.0009565618,0.0006432831,0.00768001,0.04556637,0.02841404,0.007681475,0.003402929,0.0001612871],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932517,0.00008907347,0.002943341,0.00008936762,0.00001694566,0.00004077684,0.00009320365,0.0001056938,0.00336996],"genre_scores_gemma":[0.9927546,0.00006103876,0.004147132,0.00006108809,0.00001283338,0.00008703284,0.0002013176,0.00004924502,0.002625706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006930291,"threshold_uncertainty_score":0.02318412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2982198666","doi":"10.1007/978-3-030-28144-1_14","title":"What Can NeuroIS Learn from the Replication Crisis in Psychological Science?","year":2019,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Replication (statistics); Psychological science; Psychology; Cognitive science; Cognitive psychology; Computer science; Social psychology; Biology; Virology","authors":[{"name":"Colin Conrad","is_ca":true},{"name":"Lyam M. Bailey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0731021751975859,"gpt":0.3354519522584868,"spread":0.2623497770609009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007132682,0.0005104197,0.0009684358,0.001167031,0.001456634,0.005000962,0.001734142,0.003232223,0.008094768],"category_scores_gemma":[0.02662675,0.0004113861,0.0004288958,0.001217171,0.01227352,0.02653247,0.002489931,0.007523302,0.003242545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140582,"about_ca_system_score_gemma":0.001914065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001709169,"about_ca_topic_score_gemma":0.001822636,"domain_scores_codex":[0.9987524,0.000560907,0.00006553107,0.0001743851,0.0003725661,0.00007428136],"domain_scores_gemma":[0.9842517,0.01096555,0.0004711939,0.002230579,0.001545586,0.0005353547],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004043288,0.00002579677,0.0003897553,0.0002131355,0.0000238888,0.00009171068,0.0008218819,0.0003866751,0.0001462202,0.8318236,0.05181251,0.1142244],"study_design_scores_gemma":[0.000005956837,0.00000798426,0.0001240863,0.00009470795,0.000003150561,0.00004695766,0.0001884251,0.0003346611,0.0001024635,0.9529796,0.04610546,0.000006575081],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.008949335,0.1099977,0.05967654,0.6202099,0.0190086,0.00003551176,0.0002199602,0.0004730248,0.1814294],"genre_scores_gemma":[0.4731118,0.159654,0.08840819,0.08872417,0.05159471,0.0004110613,0.0005820667,0.0009431478,0.1365708],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9928673,"threshold_uncertainty_score":0.03772169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408086449","doi":"10.1007/978-3-031-71385-9_1","title":"Generative AI Review Summaries and Their Impact on Ambivalence and User Behavior: An Eye-Tracking Study","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Ambivalence; Generative grammar; Eye tracking; Tracking (education); Artificial intelligence; Computer science; Psychology; Human–computer interaction; Computer vision; Social psychology","authors":[{"name":"T.N. Todd","is_ca":false},{"name":"Akshat Lakhiwal","is_ca":false},{"name":"Hillol Bala","is_ca":false},{"name":"Pierre-Majorique Léger","is_ca":true},{"name":"Ikram El Kamouni","is_ca":true},{"name":"Jared Boasen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03094098733076455,"gpt":0.3605940408538648,"spread":0.3296530535231002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006946407,0.0002379972,0.0003530101,0.007022923,0.0008743131,0.004311831,0.0006031486,0.0005419561,0.005397768],"category_scores_gemma":[0.08041422,0.0002503108,0.0004148764,0.008814928,0.0004317398,0.002937359,0.001432632,0.0006822314,0.001748277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001388035,"about_ca_system_score_gemma":0.001624398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003303787,"about_ca_topic_score_gemma":0.006337381,"domain_scores_codex":[0.9952666,0.002511562,0.0004916276,0.0002766464,0.001373341,0.00008026553],"domain_scores_gemma":[0.8479979,0.1293238,0.007898415,0.003140323,0.01088589,0.0007536794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001291426,0.0003769477,0.03957441,0.01060479,0.0004623886,0.0005864048,0.0801616,0.001017144,0.008376731,0.009476286,0.06659153,0.7814804],"study_design_scores_gemma":[0.0002617642,0.001914211,0.2594968,0.008869032,0.002102581,0.002210453,0.04930826,0.005538073,0.01089934,0.007348613,0.6516643,0.0003866596],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7829135,0.09765472,0.01677101,0.005954205,0.0006602447,0.001103239,0.008244633,0.001680805,0.08501774],"genre_scores_gemma":[0.9121072,0.0420488,0.01870064,0.001953726,0.0003468739,0.0009321987,0.005702194,0.0007727878,0.01743552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007022923,"threshold_uncertainty_score":0.03673649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899309617","doi":"10.1007/978-3-030-01087-4_19","title":"How Attention Networks Can Inform Research in Information Systems","year":2018,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Construct (python library); Cognitive science; Bridge (graph theory); Computer science; Cognition; Data science; Psychology; Neuroscience","authors":[{"name":"Colin Conrad","is_ca":true},{"name":"Aaron J. Newman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04775358202247447,"gpt":0.2655523525456485,"spread":0.217798770523174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002281111,0.0007557656,0.0004750433,0.002257868,0.0007274724,0.004808657,0.000817579,0.001738224,0.01102105],"category_scores_gemma":[0.01288982,0.0004444988,0.0004709494,0.002202989,0.003272052,0.01399608,0.001882784,0.002004997,0.00138961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335767,"about_ca_system_score_gemma":0.0006749246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002533673,"about_ca_topic_score_gemma":0.002533029,"domain_scores_codex":[0.9992601,0.0003495202,0.00003521951,0.0001654539,0.0001352818,0.00005434022],"domain_scores_gemma":[0.9932373,0.005720413,0.0001593592,0.000458487,0.0002795689,0.000144841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001312514,0.000007797562,0.0005183087,0.0001492438,0.00003901634,0.00005236971,0.0003888572,0.00211692,0.0004753549,0.9367447,0.006532522,0.05296171],"study_design_scores_gemma":[0.000001285321,0.000002299312,0.000243618,0.00003880977,0.000008569343,0.00002579486,0.00005402692,0.002278856,0.0001549029,0.9871429,0.01004441,0.000004504634],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02886356,0.05617608,0.5325639,0.06040766,0.003313261,0.00007393394,0.001256818,0.0008933565,0.3164513],"genre_scores_gemma":[0.6982783,0.0404368,0.1945013,0.005239485,0.004170962,0.0002743162,0.0008861024,0.0004461526,0.05576652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01102105,"threshold_uncertainty_score":0.03686905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981975631","doi":"10.1007/978-3-030-28144-1_19","title":"The Impact of Symmetric Web-Design: A Pilot Study","year":2019,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Color perception and design","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Negativity effect; Electroencephalography; Cognition; Psychology; Event-related potential; Cognitive psychology; Neuroscience","authors":[{"name":"Aurélie Vasseur","is_ca":true},{"name":"Pierre‐Majorique Léger","is_ca":true},{"name":"Sylvain Sénécal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04200437715985016,"gpt":0.3009895310844289,"spread":0.2589851539245788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00665657,0.0008250802,0.0007725121,0.0008896018,0.001205103,0.001111896,0.001184421,0.001219915,0.01026591],"category_scores_gemma":[0.02218202,0.0005430062,0.0007118542,0.0005710601,0.001278703,0.001790982,0.001289355,0.001235718,0.001527499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008834671,"about_ca_system_score_gemma":0.001506575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002454067,"about_ca_topic_score_gemma":0.002032168,"domain_scores_codex":[0.9966924,0.001875249,0.0002284761,0.0003473364,0.0004579326,0.0003985893],"domain_scores_gemma":[0.9649647,0.02493114,0.001589189,0.003786095,0.002807331,0.001921518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.04407529,0.6029183,0.0595782,0.00237289,0.00023688,0.002323717,0.03649133,0.004458142,0.04914082,0.002509369,0.003294278,0.1926006],"study_design_scores_gemma":[0.01652066,0.6873694,0.2048355,0.0002340392,0.0007414637,0.001095682,0.03193762,0.01123438,0.03433472,0.002696797,0.00871257,0.0002871577],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972385,0.00001898794,0.0005218335,0.00003177192,0.00001299312,0.0006588637,0.0000701608,0.00002478523,0.001422009],"genre_scores_gemma":[0.9949028,0.00004366241,0.002104754,0.00006424524,0.00001798682,0.0006557471,0.0001018735,0.0000233063,0.002085636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01026591,"threshold_uncertainty_score":0.03520375,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313161296","doi":"10.1007/978-3-031-13064-9_27","title":"Towards Mind Wandering Adaptive Online Learning and Virtual Work Experiences","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Work (physics); Mind-wandering; Psychology; Human–computer interaction; Computer science; Cognitive science; Engineering; Neuroscience; Mechanical engineering; Cognition","authors":[{"name":"Colin Conrad","is_ca":true},{"name":"Aaron J. Newman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02525229334161107,"gpt":0.2397827138711356,"spread":0.2145304205295245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004131322,0.0003031277,0.0001528195,0.0002886293,0.0003569206,0.002574489,0.0007356951,0.0008744989,0.005349007],"category_scores_gemma":[0.00116877,0.0001680684,0.0002637923,0.0004012197,0.001249884,0.003090559,0.002007687,0.001036754,0.0008462955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004042833,"about_ca_system_score_gemma":0.0002836304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008030633,"about_ca_topic_score_gemma":0.0009083949,"domain_scores_codex":[0.9998214,0.00006620336,0.000005710922,0.00003633947,0.00005042869,0.0000199243],"domain_scores_gemma":[0.9996073,0.0002265297,0.00002076155,0.00006532978,0.00004260417,0.00003751738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001277055,0.0001418251,0.001557052,0.0003178803,0.00003100951,0.0004164947,0.007668251,0.005849313,0.01520008,0.4801355,0.009156249,0.4793988],"study_design_scores_gemma":[0.00002824173,0.0001661466,0.007071806,0.000273352,0.00002864391,0.001237095,0.006247606,0.04127358,0.008435277,0.7550036,0.1801903,0.0000443407],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1011574,0.01217925,0.5458757,0.002924828,0.0005227376,0.00007815035,0.00007780679,0.000771206,0.3364128],"genre_scores_gemma":[0.7926522,0.005738225,0.1056936,0.0003802441,0.0001750953,0.0001028483,0.0001577446,0.0001164553,0.09498364],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005349007,"threshold_uncertainty_score":0.01789421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400980206","doi":"10.1007/978-3-031-58396-4_20","title":"Can We Replicate Impaired Vision with Simulation Glasses in Computer-Based Task? An Eye Tracking Validation Study","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Gaze Tracking and Assistive Technology","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Replicate; Eye tracking; Task (project management); Computer science; Tracking (education); Artificial intelligence; Computer vision; Psychology; Engineering; Mathematics","authors":[{"name":"Yasmine Maurice","is_ca":true},{"name":"Félix Giroux","is_ca":true},{"name":"Camille Lasbareilles","is_ca":false},{"name":"Jared Boasen","is_ca":true},{"name":"Sylvain Sénécal","is_ca":true},{"name":"Pierre-Majorique Léger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01731760758355872,"gpt":0.2678919511195458,"spread":0.2505743435359871,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005270231,0.0005989724,0.0005214757,0.0006705272,0.0004943624,0.001009424,0.00123596,0.001342281,0.003254053],"category_scores_gemma":[0.03379203,0.0002956018,0.0005491263,0.0003483011,0.001708653,0.00238696,0.001380102,0.0007160648,0.0008778768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005716242,"about_ca_system_score_gemma":0.000841048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005372395,"about_ca_topic_score_gemma":0.002968493,"domain_scores_codex":[0.9977403,0.001044446,0.0002419246,0.0004215925,0.0003668645,0.0001849352],"domain_scores_gemma":[0.9834211,0.008889011,0.001301546,0.004284078,0.001721224,0.0003829975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06063031,0.02712804,0.3190558,0.002146139,0.00139381,0.00405248,0.03024578,0.01522824,0.2131854,0.006100792,0.006549092,0.3142841],"study_design_scores_gemma":[0.002710273,0.1168945,0.6808326,0.0005367884,0.001293015,0.008080469,0.01939058,0.0418818,0.1041947,0.009958521,0.01381856,0.0004080992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961138,0.0001307903,0.002141944,0.00009752646,0.00003211747,0.0001375198,0.0002612299,0.00003395709,0.001051153],"genre_scores_gemma":[0.997212,0.0001003795,0.00130466,0.00009064835,0.0000061548,0.00008891422,0.0002135363,0.00001552574,0.0009682528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005372395,"threshold_uncertainty_score":0.02787197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3095391867","doi":"10.1007/978-3-030-60073-0_22","title":"Nudging to Improve Financial Auditors’ Behavior: Preliminary Results of an Experimental Study","year":2020,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"Agence Nationale de la Recherche","keywords":"Audit; Nudge theory; Fixation (population genetics); Eye tracking; Accounting; Interface (matter); Duration (music); Psychology; Computer science; Applied psychology; Business; Medicine; Social psychology; Artificial intelligence","authors":[{"name":"Jean‐François Gajewski","is_ca":false},{"name":"Marco Heimann","is_ca":false},{"name":"Pierre‐Majorique Léger","is_ca":true},{"name":"Prince Teye","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04694659756459114,"gpt":0.3110911845838883,"spread":0.2641445870192972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002754595,0.0007491012,0.0006494939,0.0003656224,0.001010508,0.0007212798,0.0009158537,0.001023127,0.006749381],"category_scores_gemma":[0.009157263,0.0003729083,0.0003471113,0.0003369446,0.001221525,0.0009136743,0.0007057505,0.001333361,0.0006543195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002230145,"about_ca_system_score_gemma":0.0006442936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001735179,"about_ca_topic_score_gemma":0.001457127,"domain_scores_codex":[0.9989863,0.000454218,0.00008060862,0.0001717246,0.0001738384,0.0001332137],"domain_scores_gemma":[0.993251,0.00435927,0.0006184542,0.0008153955,0.0002858382,0.0006700304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.064941,0.3068148,0.05916993,0.002011684,0.0005875697,0.00123492,0.01053301,0.002059971,0.1431675,0.002700218,0.004548564,0.4022309],"study_design_scores_gemma":[0.01102236,0.4730105,0.3633178,0.0006343386,0.001686463,0.002521617,0.01155097,0.01506079,0.1034952,0.00501624,0.01245654,0.0002270744],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99766,0.0001766256,0.0005988328,0.00008852527,0.00002867665,0.0000854293,0.00002407021,0.00002100791,0.001316804],"genre_scores_gemma":[0.9916653,0.0003825568,0.003237264,0.0001371033,0.00003250687,0.0001414529,0.00007333156,0.00001782739,0.004312667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006749381,"threshold_uncertainty_score":0.02257895,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378678860","doi":"10.1007/978-3-031-30351-7_33","title":"Open Engineering Education Tools in the Context of Education 4.0","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Engineering Education and Technology","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Open education; Context (archaeology); Open educational resources; Engineering education; Digital transformation; Open learning; Engineering ethics; Engineering; Mathematics education; Computer science; Engineering management; Sociology; Pedagogy; Teaching method; Geography; World Wide Web; Psychology","authors":[{"name":"Karim Ismagilov","is_ca":true},{"name":"Andrey Vlasov","is_ca":false},{"name":"А. А. Карпунин","is_ca":false},{"name":"Alexey E. Kurnosenko","is_ca":false},{"name":"Anastasia Strukova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0168207410664143,"gpt":0.2411840266683142,"spread":0.2243632856018999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00144468,0.0005251064,0.0003325009,0.001454663,0.0007330491,0.009474022,0.001300948,0.001962469,0.0212464],"category_scores_gemma":[0.00355876,0.0004175306,0.0004421236,0.001562523,0.002011625,0.01158381,0.005771747,0.002799216,0.005873733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004249,"about_ca_system_score_gemma":0.001418689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032197,"about_ca_topic_score_gemma":0.001490089,"domain_scores_codex":[0.9988942,0.0003152494,0.00007471566,0.00009211514,0.0004941365,0.0001297232],"domain_scores_gemma":[0.9983293,0.0009597638,0.00007875157,0.0002597301,0.0001554296,0.000216992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002719969,0.00006863233,0.0002797035,0.0003352776,0.000007476172,0.0002898637,0.003584887,0.001081645,0.001975654,0.6682647,0.02899615,0.2950888],"study_design_scores_gemma":[0.000006974956,0.00002492643,0.0004398676,0.0006053385,0.000007453649,0.0004570961,0.0008985001,0.001715773,0.001180047,0.2187431,0.7759035,0.00001749628],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01015985,0.007587551,0.3587716,0.005060494,0.0009633462,0.0000896555,0.0002198326,0.006684066,0.6104636],"genre_scores_gemma":[0.2173116,0.01578248,0.2427832,0.00244824,0.0009317667,0.0002625165,0.001446541,0.003539981,0.5154937],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0212464,"threshold_uncertainty_score":0.07107627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312661653","doi":"10.1007/978-3-031-13064-9_24","title":"Caption and Observation Based on the Algorithm for Triangulation (COBALT): Preliminary Results from a Beta Trial","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Multimodal Machine Learning Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Suite; Workflow; Triangulation; Cobalt; Computer science; BETA (programming language); Software; Ecosystem; Simulation; Data science; Database; Geography; Ecology; Operating system; Archaeology; Cartography; Chemistry; Biology; Programming language","authors":[{"name":"Pierre‐Majorique Léger","is_ca":true},{"name":"Alexander J. Karran","is_ca":true},{"name":"François Courtemanche","is_ca":true},{"name":"Marc Frédette","is_ca":true},{"name":"Salima Tazi","is_ca":true},{"name":"Mariko Dupuis","is_ca":true},{"name":"Zeyad Hamza","is_ca":true},{"name":"Juan Fernández-Shaw","is_ca":true},{"name":"Myriam Côté","is_ca":true},{"name":"Laurène Del Aguila","is_ca":true},{"name":"Chantel Chandler","is_ca":true},{"name":"Pascal Snow","is_ca":true},{"name":"Domenico Vilone","is_ca":true},{"name":"Sylvain Sénécal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02611223881160609,"gpt":0.2422017095616751,"spread":0.216089470750069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002144311,0.001749595,0.002095713,0.001828472,0.001586627,0.002942733,0.003105744,0.002526038,0.0766596],"category_scores_gemma":[0.01575703,0.0009227571,0.001262741,0.003368856,0.001691558,0.003190214,0.002963757,0.002282143,0.01741207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007812365,"about_ca_system_score_gemma":0.001503107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006560771,"about_ca_topic_score_gemma":0.004514526,"domain_scores_codex":[0.9977337,0.000682753,0.0001255869,0.0004772343,0.000810171,0.0001704886],"domain_scores_gemma":[0.9868707,0.005606315,0.0002584581,0.003845131,0.003077257,0.0003421491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002860307,0.0003317022,0.001452237,0.0007491599,0.000102384,0.0006397698,0.001158033,0.02899576,0.04406707,0.01060468,0.03604907,0.8729898],"study_design_scores_gemma":[0.0007544115,0.001762005,0.006229513,0.0003596509,0.0004195322,0.003072844,0.001842622,0.7086552,0.1258838,0.03328106,0.1173309,0.0004084228],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02466229,0.0008338575,0.9388493,0.0003787092,0.001423999,0.001079604,0.001718026,0.008339354,0.02271478],"genre_scores_gemma":[0.1317374,0.0006901948,0.8351841,0.0001452677,0.0002297778,0.0004626891,0.00406477,0.005377309,0.02210853],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0766596,"threshold_uncertainty_score":0.2564519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400980018","doi":"10.1007/978-3-031-58396-4_12","title":"Investigating the Impact of Mood and Emotion on the Perception of Fake News on Social Media Platforms","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Mood; Social media; Perception; Psychology; Fake news; Internet privacy; Advertising; Social psychology; Computer science; World Wide Web; Business; Neuroscience","authors":[{"name":"Rana Ali Adeeb","is_ca":true},{"name":"Mahdi Mirhoseini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03822782647484713,"gpt":0.2860549471483494,"spread":0.2478271206735023,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001281733,0.0002482554,0.0002177123,0.0003774986,0.0005563134,0.002091848,0.0002807455,0.0006860028,0.006751695],"category_scores_gemma":[0.01187131,0.0002565286,0.0002992124,0.0003583273,0.0003509239,0.0009987877,0.0006430072,0.001134432,0.001029489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004156887,"about_ca_system_score_gemma":0.0001873723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002698907,"about_ca_topic_score_gemma":0.003549029,"domain_scores_codex":[0.9994233,0.0002743604,0.00002156919,0.00006712279,0.0001440544,0.00006966028],"domain_scores_gemma":[0.9865234,0.01057714,0.001483887,0.0002663133,0.0005724819,0.0005767252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006593386,0.005733677,0.8074139,0.00072682,0.0005862104,0.0007085215,0.04431216,0.0007261182,0.04031188,0.001855894,0.003376459,0.08765493],"study_design_scores_gemma":[0.00004630128,0.0008599854,0.9860027,0.00003182186,0.0001256337,0.0000980099,0.009184097,0.001147906,0.00133948,0.0003621064,0.0007753905,0.00002661512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967577,0.00004924646,0.00007596677,0.00007840415,0.00001301719,0.00001250428,0.00006239208,0.000002179102,0.002948549],"genre_scores_gemma":[0.9972522,0.00009762291,0.0002410009,0.00007583112,0.00002127088,0.00003458775,0.0001024783,0.000007334173,0.002167683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006751695,"threshold_uncertainty_score":0.02258664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3209618816","doi":"10.1007/978-3-030-88900-5_21","title":"Continuing Doctoral Student Training for NeuroIS and EEG During a Pandemic: A Distance Hands-On Learning Syllabus","year":2021,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Syllabus; Training (meteorology); Adaptation (eye); Pandemic; Distance education; Psychology; Medical education; Coronavirus disease 2019 (COVID-19); Computer science; Pedagogy; Neuroscience; Medicine; Geography","authors":[{"name":"Théophile Demazure","is_ca":true},{"name":"Alexander J. Karran","is_ca":true},{"name":"Pierre‐Majorique Léger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03577183074352033,"gpt":0.2705234377781729,"spread":0.2347516070346526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001813316,0.001584276,0.0009782801,0.001269802,0.001989692,0.00303149,0.001893999,0.002850243,0.1437331],"category_scores_gemma":[0.00258064,0.0007041285,0.000907573,0.0006259361,0.0006584179,0.002107755,0.005484133,0.002975457,0.1069487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001255022,"about_ca_system_score_gemma":0.004702597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000989461,"about_ca_topic_score_gemma":0.005604216,"domain_scores_codex":[0.9992549,0.00008612176,0.00003761534,0.00008694617,0.0002804425,0.0002539928],"domain_scores_gemma":[0.9940906,0.0003259926,0.0001465683,0.0001385365,0.001046147,0.004252106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001308138,0.001140707,0.0008517152,0.0002830675,0.0000075556,0.000369937,0.0003158378,0.0003923156,0.00241173,0.001838082,0.7080939,0.2841643],"study_design_scores_gemma":[0.0001072425,0.001814224,0.01497815,0.0007912535,0.00001430498,0.002038868,0.00237654,0.0008797303,0.002141405,0.01404724,0.960738,0.00007294201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05478676,0.01608781,0.02593526,0.08393092,0.07269987,0.002013945,0.002358404,0.00378073,0.7384063],"genre_scores_gemma":[0.04533727,0.008877819,0.02044072,0.01322731,0.01132336,0.00109649,0.001922311,0.000761245,0.8970134],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1437331,"threshold_uncertainty_score":0.4808352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7118002982","doi":"10.1007/978-3-032-00815-2_29","title":"Evaluating Voice-Based AI for Grammar Learning: Does Richer Media Improve Learning?","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"AI in Service Interactions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Université du Québec à Montréal; HEC Montréal","funders":"","keywords":"Task (project management); Perception; Generative grammar; Cognition; Generative model; Task analysis; Mode (computer interface); Grammar","authors":[{"name":"Maya Leheta","is_ca":true},{"name":"Alejandra Ruiz-Segura","is_ca":true},{"name":"Alexander John Karran","is_ca":true},{"name":"Constantinos K. Coursaris","is_ca":true},{"name":"Patrick Charland","is_ca":true},{"name":"Sylvain Sénécal","is_ca":true},{"name":"Pierre- Majorique Léger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01499529012203489,"gpt":0.2764280494405955,"spread":0.2614327593185606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00562447,0.0008727221,0.0007858134,0.00104739,0.0003946733,0.004839853,0.001593584,0.002611569,0.01381533],"category_scores_gemma":[0.05722888,0.0002376287,0.0006198626,0.0007240287,0.0009469846,0.005726268,0.001937125,0.001621193,0.003298255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013888,"about_ca_system_score_gemma":0.0007640251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002506351,"about_ca_topic_score_gemma":0.003363685,"domain_scores_codex":[0.9949181,0.00261629,0.0002855413,0.0005522261,0.001408868,0.0002188591],"domain_scores_gemma":[0.9431322,0.04882272,0.001242583,0.002124439,0.003663804,0.001014332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005344754,0.00183821,0.02501822,0.001012821,0.0005700929,0.000306097,0.002245974,0.04359707,0.04169854,0.007275048,0.009464433,0.8616287],"study_design_scores_gemma":[0.001125383,0.006247904,0.04886617,0.0006264042,0.001186864,0.0006701648,0.005324433,0.7332392,0.09613336,0.08476622,0.02147388,0.000340056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8100035,0.003696425,0.1124607,0.003117518,0.001052718,0.0003821616,0.001450665,0.002306164,0.06553011],"genre_scores_gemma":[0.950958,0.0006833862,0.03896957,0.0004944562,0.0002054543,0.0001637845,0.001420917,0.0003518231,0.006752729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01381533,"threshold_uncertainty_score":0.04621691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4317738104","doi":"10.1007/978-3-031-13064-9_36","title":"Correction to: Information Systems and Neuroscience","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Cognitive Science and Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Tying; Computer science; Focus (optics); Cognitive science; Psychology","authors":[{"name":"Fred D. Davis","is_ca":false},{"name":"René Riedl‬","is_ca":false},{"name":"Jan vom Brocke","is_ca":false},{"name":"Pierre‐Majorique Léger","is_ca":true},{"name":"Adriane B. Randolph","is_ca":false},{"name":"Gernot Müller-Putz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01745319133242536,"gpt":0.2256119267123699,"spread":0.2081587353799445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004719299,0.00272052,0.004586826,0.008940908,0.005539201,0.007748095,0.00563971,0.01242724,0.1313538],"category_scores_gemma":[0.07201152,0.001543926,0.002227748,0.006379806,0.004338493,0.004110944,0.003476035,0.01554565,0.0928988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006466789,"about_ca_system_score_gemma":0.008560297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02175335,"about_ca_topic_score_gemma":0.0250394,"domain_scores_codex":[0.993505,0.0009270234,0.001051964,0.001018984,0.002812126,0.0006849524],"domain_scores_gemma":[0.9421199,0.01089157,0.002578448,0.005722619,0.03555024,0.003137359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001478151,0.000002676003,0.0000173389,0.00009537042,0.000004815528,0.0000369898,0.000008841102,0.00001729573,0.00001087071,0.0005077028,0.9969282,0.002355194],"study_design_scores_gemma":[0.00003765746,0.00001414949,0.0004467686,0.0002952234,0.00002418458,0.0001555764,0.00006200529,0.0001451631,0.0001098932,0.002000702,0.9966837,0.0000250887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00005120105,0.001138306,0.000365673,0.05053845,0.942587,0.00003208682,0.0008278362,0.0004029184,0.004056398],"genre_scores_gemma":[0.007430947,0.006841362,0.002640783,0.1505187,0.5097902,0.0004171949,0.002142553,0.001510197,0.3187082],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1313538,"threshold_uncertainty_score":0.4394224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312812799","doi":"10.1007/978-3-031-13064-9_11","title":"Is Our Ability to Detect Errors an Indicator of Mind Wandering? An Experiment Proposal","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mind-wandering; Task (project management); Variety (cybernetics); Cognitive psychology; Computer science; Psychology; Cognitive science; Artificial intelligence; Engineering","authors":[{"name":"Colin Conrad","is_ca":true},{"name":"Michael Klesel","is_ca":false},{"name":"Kydra Mayhew","is_ca":true},{"name":"Kiera O’Neil","is_ca":true},{"name":"Frederike Marie Oschinsky","is_ca":false},{"name":"Francesco Usai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0282390002044147,"gpt":0.2746477022221931,"spread":0.2464087020177785,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01598458,0.0009581047,0.0006301297,0.0006207249,0.0008379319,0.0015672,0.002385383,0.0024904,0.01398582],"category_scores_gemma":[0.05026624,0.0008249442,0.0009165185,0.0006550258,0.002809938,0.003723806,0.001739692,0.001453232,0.002236135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003113116,"about_ca_system_score_gemma":0.0005447743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101183,"about_ca_topic_score_gemma":0.0005434616,"domain_scores_codex":[0.9931347,0.003249355,0.0006844118,0.001686706,0.001007778,0.0002370643],"domain_scores_gemma":[0.9209135,0.06227941,0.003872105,0.008585951,0.0029273,0.001421795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.1250745,0.03930131,0.2408166,0.002383727,0.002658654,0.001127143,0.01102925,0.003332621,0.3465883,0.02800397,0.005310013,0.1943739],"study_design_scores_gemma":[0.01462599,0.1752544,0.4974355,0.00021945,0.005017941,0.004680444,0.004405748,0.01844035,0.1776635,0.07974615,0.02146903,0.001041545],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9567178,0.0004107591,0.02382146,0.001135039,0.0003534167,0.003142057,0.00166944,0.0001918051,0.01255826],"genre_scores_gemma":[0.9658679,0.0002353073,0.02280308,0.0008849934,0.0001499119,0.002860856,0.0008713035,0.00006463894,0.006262041],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01598458,"threshold_uncertainty_score":0.08453554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7118005768","doi":"10.1007/978-3-032-00815-2_12","title":"The Effect of Age on Willingness to Read Fake News","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Fake news; Variety (cybernetics); Social media; Population; Public opinion; Cognition; News media","authors":[{"name":"Stefan Tams","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01138862345400677,"gpt":0.2682122321476447,"spread":0.256823608693638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003659954,0.0003318542,0.0005723166,0.0009966904,0.0007994545,0.002809718,0.0008661968,0.002005099,0.02858382],"category_scores_gemma":[0.0431543,0.0004425322,0.001067863,0.0009806224,0.0008777468,0.00196515,0.00104692,0.003355486,0.003662709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008473445,"about_ca_system_score_gemma":0.0006357978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006929317,"about_ca_topic_score_gemma":0.006487572,"domain_scores_codex":[0.9978793,0.001115897,0.0001484101,0.0002212477,0.0002902533,0.0003449576],"domain_scores_gemma":[0.8160331,0.1438568,0.02227053,0.004273192,0.003481662,0.0100848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008791152,0.004759427,0.9638013,0.0001089978,0.000467802,0.0005566428,0.002201641,0.0006621682,0.001177742,0.000831179,0.001705806,0.0149362],"study_design_scores_gemma":[0.00008984892,0.001117172,0.9942688,0.00003576071,0.0002462827,0.0001880853,0.001954594,0.0007693205,0.0003353145,0.0003933121,0.000569907,0.00003165001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992825,0.0003465319,0.00004619517,0.0005491579,0.00003566634,0.00001206346,0.0003376879,0.000008279148,0.005839372],"genre_scores_gemma":[0.9942998,0.0002299675,0.00004185513,0.0001136726,0.00004836355,0.00001108988,0.0002164236,0.00001099068,0.005027908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02858382,"threshold_uncertainty_score":0.09562242,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400979716","doi":"10.1007/978-3-031-58396-4_2","title":"RACE: A Real-Time Architecture for Cognitive State Estimation, Development Overview and Study in Progress","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal; HEC Montréal","funders":"","keywords":"Race (biology); Architecture; Estimation; State (computer science); Cognition; Computer science; Psychology; Geography; Engineering; Sociology; Systems engineering; Programming language; Archaeology; Neuroscience; Gender studies","authors":[{"name":"Noémie Beauchemin","is_ca":true},{"name":"Alexander J. Karran","is_ca":true},{"name":"Jared Boasen","is_ca":true},{"name":"Bella Tadson","is_ca":true},{"name":"Patrick Charland","is_ca":true},{"name":"François Courtemanche","is_ca":true},{"name":"Sylvain Sénécal","is_ca":true},{"name":"Pierre‐Majorique Léger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02181131579722479,"gpt":0.2788918031770463,"spread":0.2570804873798215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002151111,0.00125036,0.0008818792,0.0008171304,0.0003457564,0.002013789,0.003614648,0.0009589914,0.0144789],"category_scores_gemma":[0.003115629,0.0006878154,0.0007419141,0.0006536293,0.0006174963,0.003312882,0.001130903,0.001691301,0.005318551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007350273,"about_ca_system_score_gemma":0.001656168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007033748,"about_ca_topic_score_gemma":0.004584582,"domain_scores_codex":[0.9993862,0.00008159022,0.00003665385,0.0002376374,0.0002016485,0.0000561667],"domain_scores_gemma":[0.9986476,0.0004173659,0.0000720134,0.0002699888,0.0004979656,0.00009503622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007961554,0.0001765793,0.00128268,0.0004038908,0.0001287611,0.000104836,0.000371952,0.01876783,0.0392463,0.01958289,0.01624553,0.9028927],"study_design_scores_gemma":[0.000157999,0.001648584,0.004122271,0.0002469917,0.0003695159,0.0008118267,0.0001717777,0.7217219,0.09038302,0.03059993,0.1495683,0.0001978483],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007122318,0.001933154,0.9655138,0.0002093862,0.0001870346,0.0001559728,0.0003566799,0.02016035,0.004361274],"genre_scores_gemma":[0.107429,0.002450064,0.8577546,0.0002738936,0.0001654239,0.0004859672,0.001702541,0.002103865,0.02763469],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0144789,"threshold_uncertainty_score":0.0484367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117978335","doi":"10.1007/978-3-032-00815-2_17","title":"Pathways to Optimal Learning: Task Load-Driven Neuroadaptive Adaptation and Motivational Incentives","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Task (project management); Adaptation (eye); Incentive; Brain–computer interface; Electroencephalography; Cognition; Motor learning; Task switching","authors":[{"name":"Katrina Sollazzo","is_ca":true},{"name":"Alexander John Karran","is_ca":true},{"name":"Thaddé Rolon-Merette","is_ca":true},{"name":"Ioana Mihaela Stefanescu","is_ca":true},{"name":"Constantinos K. Coursaris","is_ca":true},{"name":"Pierre-Majorique Léger","is_ca":true},{"name":"Sylvain Sénécal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02042365896049854,"gpt":0.2225719539292514,"spread":0.2021482949687529,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007397668,0.0005103951,0.0004083186,0.0002662465,0.0003196052,0.00338558,0.0009404974,0.00110708,0.007047656],"category_scores_gemma":[0.002908398,0.0004372014,0.000459358,0.0003283698,0.0009445867,0.001892518,0.001165253,0.0018846,0.00070573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006797898,"about_ca_system_score_gemma":0.0007739338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008554106,"about_ca_topic_score_gemma":0.0008327839,"domain_scores_codex":[0.9997632,0.00005075054,0.00001212033,0.00007379478,0.00004503458,0.00005508299],"domain_scores_gemma":[0.9991374,0.0003600128,0.0001487412,0.00008534655,0.0001040723,0.000164318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001314585,0.0008236333,0.009831734,0.000721161,0.0004052861,0.000643047,0.001479644,0.04594916,0.1136169,0.4376844,0.01295008,0.3745803],"study_design_scores_gemma":[0.0001519544,0.0003525151,0.03052475,0.0002153246,0.00008641185,0.0003044805,0.0003941675,0.09460697,0.01289307,0.8517154,0.008650325,0.0001046423],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.565847,0.01445632,0.3053284,0.01589786,0.0007942371,0.0002285884,0.0009917389,0.0005921585,0.09586368],"genre_scores_gemma":[0.9501177,0.004488187,0.03243474,0.0005188552,0.0001543881,0.0001292141,0.0001858747,0.0001248832,0.0118462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007047656,"threshold_uncertainty_score":0.02357674,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117980279","doi":"10.1007/978-3-032-00815-2_11","title":"Leveraging NeuroIS to Develop Profiles of User Susceptibility to Health Misinformation","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Misinformation; Categorization; Social media; Health communication; Vulnerability (computing); Qualitative analysis; Psychological intervention","authors":[{"name":"Sophia Mannina","is_ca":true},{"name":"Shamel Addas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02488231462032936,"gpt":0.2889261759229521,"spread":0.2640438613026227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002141291,0.0005418189,0.0004667344,0.003921717,0.0004007193,0.002602613,0.0004967566,0.0005687615,0.002289886],"category_scores_gemma":[0.01191795,0.0001819423,0.0003896072,0.002339193,0.0002489259,0.002336332,0.0009547971,0.0007358347,0.001381811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007998435,"about_ca_system_score_gemma":0.0006905852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008636519,"about_ca_topic_score_gemma":0.01662283,"domain_scores_codex":[0.9990681,0.0003200562,0.00008448258,0.0001811267,0.000269252,0.00007701755],"domain_scores_gemma":[0.9910845,0.005354356,0.001014758,0.0006452692,0.001577226,0.0003239151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006257599,0.000628869,0.5281187,0.0001920877,0.0003748114,0.000194955,0.001479184,0.01432654,0.004610595,0.005833684,0.009303717,0.4343112],"study_design_scores_gemma":[0.00002616032,0.0007178751,0.3761903,0.0001703746,0.0002854263,0.0006564612,0.003617697,0.5558566,0.01243037,0.03525174,0.01464606,0.0001509015],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7462717,0.001348393,0.179008,0.001978201,0.000164578,0.0005224334,0.01119248,0.003614014,0.05590013],"genre_scores_gemma":[0.9369875,0.0003397403,0.05488515,0.0001723156,0.00004799594,0.0001617334,0.003750067,0.00006423332,0.003591262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008636519,"threshold_uncertainty_score":0.01717252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408086444","doi":"10.1007/978-3-031-71385-9_5","title":"Trust and Compliance in Financial Services: A Comparative Study of Human-Led Versus AI-Led Teams Using Behavioral and Neuroscientific Measures","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Compliance (psychology); Human services; Psychology; Behavioral economics; Business; Finance; Social psychology; Political science; Law","authors":[{"name":"Aslı Gül Kurt","is_ca":true},{"name":"Sylvain Sénécal","is_ca":true},{"name":"Pierre‐Majorique Léger","is_ca":true},{"name":"Jared Boasen","is_ca":true},{"name":"Ruxandra Monica Luca","is_ca":true},{"name":"Yany Grégoire","is_ca":true},{"name":"Muhammad Aljukhadar","is_ca":true},{"name":"Constantinos K. Coursaris","is_ca":true},{"name":"Marc Frédette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0928043480349841,"gpt":0.3781341074125244,"spread":0.2853297593775403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004696136,0.0001774945,0.0003069086,0.001085721,0.001255569,0.001603783,0.0006704387,0.0009597913,0.002401641],"category_scores_gemma":[0.02394207,0.0003031135,0.0003853427,0.001234386,0.002295881,0.00170379,0.001240126,0.001391682,0.0002169644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001889253,"about_ca_system_score_gemma":0.001520472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01476538,"about_ca_topic_score_gemma":0.0148068,"domain_scores_codex":[0.9974779,0.001434056,0.0001346813,0.0002326118,0.0004436169,0.0002770272],"domain_scores_gemma":[0.9715697,0.01665006,0.006730552,0.001065752,0.001714213,0.002269635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003883154,0.008259706,0.9046757,0.00008283358,0.0001870925,0.000389179,0.05995014,0.0004058939,0.001544997,0.001732593,0.0003136444,0.01857513],"study_design_scores_gemma":[0.0001109122,0.002273738,0.9653116,0.00003025426,0.00005029642,0.000250473,0.02941514,0.0009813412,0.0004705997,0.0006047402,0.0004696167,0.00003135755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992247,0.0000211821,0.00004819407,0.00002538046,0.000001556351,0.000007573979,0.00001128847,5.635333e-7,0.0006596133],"genre_scores_gemma":[0.9995458,0.00001893859,0.00007464436,0.00001379534,0.000001843906,0.0000148936,0.0000169349,0.000001311998,0.0003118584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01476538,"threshold_uncertainty_score":0.02935886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408116421","doi":"10.1007/978-3-031-71385-9_35","title":"Neurophysiological Approaches for Understanding Information Seeking Behavior: A NeuroIS 2024 Panel","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Neurophysiology; Psychology; Neuroscience","authors":[{"name":"Jacek Gwizdka","is_ca":false},{"name":"Javed Mostafa","is_ca":true},{"name":"Yashar Moshfeghi","is_ca":false},{"name":"Jan vom Brocke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2302439585583724,"gpt":0.3068141315827713,"spread":0.07657017302439886,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009810264,0.0005921551,0.0003743771,0.001476122,0.0007567923,0.002309924,0.001206602,0.001843834,0.02515542],"category_scores_gemma":[0.0006852849,0.000356574,0.0004576107,0.0008585545,0.001598928,0.004262088,0.00102996,0.002296606,0.007443816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379512,"about_ca_system_score_gemma":0.001172388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002926911,"about_ca_topic_score_gemma":0.008461474,"domain_scores_codex":[0.9998734,0.00002320636,0.000005278857,0.00003115876,0.00005670653,0.00001022285],"domain_scores_gemma":[0.9994348,0.0003119294,0.00001087731,0.0000292669,0.0001580902,0.00005512595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000490178,0.0001130466,0.0004855965,0.000512615,0.00002717685,0.0001380578,0.0006790087,0.001101083,0.006879535,0.193802,0.3225884,0.4736244],"study_design_scores_gemma":[0.000009585205,0.00004876085,0.001707479,0.0005185776,0.00002238523,0.0002134498,0.0004244719,0.003174333,0.002964057,0.2356602,0.7552288,0.00002795457],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006482562,0.1388424,0.1406648,0.1232786,0.00738654,0.0001933955,0.0008535453,0.0006966413,0.5816016],"genre_scores_gemma":[0.05962556,0.1159099,0.05009143,0.01497563,0.007439175,0.0003344969,0.0006693336,0.0003294263,0.7506251],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02515542,"threshold_uncertainty_score":0.08415329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408086404","doi":"10.1007/978-3-031-71385-9_12","title":"Recruitment and EDI Challenges in NeuroIS Research: A Case for Mobile Research Infrastructure","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Business; Knowledge management; Computer science","authors":[{"name":"Nour El Shamy","is_ca":true},{"name":"Khaled Hassanein","is_ca":true},{"name":"Milena Head","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2005292800675783,"gpt":0.3672153779015254,"spread":0.1666860978339471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.105592,0.0004258385,0.001163861,0.003225271,0.01202811,0.02635181,0.005608797,0.009594139,0.01659109],"category_scores_gemma":[0.08702128,0.0007828627,0.0007551973,0.006458721,0.01485919,0.02242669,0.0210782,0.01103686,0.003771126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009777904,"about_ca_system_score_gemma":0.03269908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005188465,"about_ca_topic_score_gemma":0.01065293,"domain_scores_codex":[0.9560581,0.03103844,0.001602557,0.002544852,0.003969299,0.004786748],"domain_scores_gemma":[0.8601175,0.09482407,0.004668713,0.007950613,0.01064753,0.02179158],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001231577,0.000260341,0.006253351,0.000402787,0.00002314486,0.0007624363,0.03285942,0.0008043367,0.0003377639,0.7594839,0.04359895,0.1550905],"study_design_scores_gemma":[0.00007462417,0.0001415014,0.003734263,0.001632275,0.00002104412,0.0009756781,0.08174781,0.002315401,0.000506193,0.5007576,0.4080209,0.00007265689],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03555175,0.0075896,0.03030961,0.7443216,0.001803373,0.0002742762,0.0002157591,0.0001979324,0.179736],"genre_scores_gemma":[0.7641484,0.01299107,0.06634697,0.06410421,0.003659807,0.002263851,0.0005011093,0.0004218404,0.08556272],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9943912,"threshold_uncertainty_score":0.5584307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312932900","doi":"10.1007/978-3-031-13064-9_21","title":"Mixed Emotions: Evaluating Reactions to Dynamic Technology Feedback with NeuroIS","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"AI in Service Interactions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Chatbot; Computer science; Context (archaeology); Human–computer interaction; Psychology; World Wide Web","authors":[{"name":"Sophia Mannina","is_ca":true},{"name":"Shamel Addas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01736295863721654,"gpt":0.2498881970995755,"spread":0.232525238462359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006163685,0.0004798924,0.000267137,0.0002864857,0.000230753,0.001020796,0.0003460474,0.0006139957,0.004453438],"category_scores_gemma":[0.005711738,0.0001260858,0.0001859864,0.0002499116,0.0003115608,0.0005680453,0.0006325268,0.0003880232,0.0007216264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002694591,"about_ca_system_score_gemma":0.0001268757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000541615,"about_ca_topic_score_gemma":0.0007975917,"domain_scores_codex":[0.9995277,0.0001904346,0.00002635352,0.0000556566,0.000157429,0.00004252754],"domain_scores_gemma":[0.9988651,0.0007270824,0.000126704,0.00004543173,0.0001374939,0.00009811381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02300917,0.002189864,0.07913665,0.001445475,0.0004223069,0.0007943062,0.01595256,0.008512617,0.3531173,0.003353276,0.009623038,0.5024433],"study_design_scores_gemma":[0.0009643819,0.0103709,0.8163639,0.0002507236,0.0007713238,0.001616904,0.01641552,0.06407147,0.07257321,0.006966978,0.009377356,0.0002573806],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812233,0.000209755,0.007052474,0.0001054853,0.00009902789,0.0002548903,0.0002754726,0.0001027012,0.01067681],"genre_scores_gemma":[0.9868665,0.0001869585,0.006933834,0.000133632,0.00005119697,0.0005776905,0.0002293769,0.00005699203,0.004963866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004453438,"threshold_uncertainty_score":0.0148983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405888466","doi":"10.1007/978-3-031-65782-5_24","title":"Soft Skills for Responsible Leadership in the Digital Age: A Framework for Future Leaders","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Soft skills; Psychology; Sociology; Knowledge management; Management; Computer science; Social psychology; Economics","authors":[{"name":"Yasmine Tomasella Rodrigues","is_ca":false},{"name":"Lara Bartocci Liboni","is_ca":true},{"name":"Luciana Oranges Cezarino","is_ca":false},{"name":"Lucas Conde Stocco","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06063501376393961,"gpt":0.3174871262147647,"spread":0.2568521124508251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002330702,0.0005944479,0.0002273104,0.001200403,0.002963511,0.007451169,0.001342218,0.002091537,0.00843693],"category_scores_gemma":[0.002532487,0.0001719425,0.0002505938,0.000930133,0.01150604,0.006019494,0.004265131,0.003398057,0.00116608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002974682,"about_ca_system_score_gemma":0.006785502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002210794,"about_ca_topic_score_gemma":0.004915222,"domain_scores_codex":[0.9989451,0.0005605393,0.00003310285,0.00006857664,0.0001775106,0.0002151811],"domain_scores_gemma":[0.9980844,0.0007718594,0.000143022,0.00007606969,0.0002437373,0.0006808148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006321727,0.00004107348,0.0002779755,0.00005864033,0.000001603092,0.00007924675,0.006165837,0.0002803367,0.0001367777,0.9679635,0.005456357,0.01953232],"study_design_scores_gemma":[0.0000122691,0.00005589048,0.0007458288,0.000293439,0.000003633318,0.0001373125,0.01673593,0.001592125,0.0002840094,0.8680313,0.1120919,0.00001633725],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02862331,0.007874965,0.09616296,0.08808406,0.001189746,0.0001968669,0.00006222413,0.0001502518,0.7776557],"genre_scores_gemma":[0.8605895,0.004997805,0.04008374,0.00423955,0.0005393066,0.0003946686,0.00007760553,0.00007344805,0.08900439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00843693,"threshold_uncertainty_score":0.02822429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981887389","doi":"10.1007/978-3-030-28144-1_31","title":"Improved Calibration of Neurophysiological Measures Tools","year":2019,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Baseline (sea); Task (project management); Calibration; Neurophysiology; Context (archaeology); Computer science; Focus (optics); Test (biology); Multiple baseline design; Psychology; Artificial intelligence; Physical medicine and rehabilitation; Statistics; Engineering; Mathematics; Medicine; Neuroscience","authors":[{"name":"Florian Coustures","is_ca":true},{"name":"Marc Frédette","is_ca":true},{"name":"Jade Marquis","is_ca":true},{"name":"François Courtemanche","is_ca":true},{"name":"Élise Labonté-LeMoyne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02864347959765874,"gpt":0.2294029200480792,"spread":0.2007594404504205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003918533,0.001622795,0.00120177,0.002653043,0.0004818986,0.002910149,0.002701979,0.002417827,0.01009806],"category_scores_gemma":[0.02183043,0.0007837875,0.0007043385,0.00270682,0.0005232602,0.002371829,0.002673394,0.001693481,0.007038183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006613094,"about_ca_system_score_gemma":0.0007503887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009001772,"about_ca_topic_score_gemma":0.001099039,"domain_scores_codex":[0.9950426,0.001786602,0.0002704465,0.001140534,0.001605589,0.0001542443],"domain_scores_gemma":[0.9922449,0.003084136,0.0003018271,0.002125845,0.002155947,0.00008724337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004997384,0.0002011743,0.003418515,0.0004651593,0.0001731298,0.0001148391,0.0002245518,0.02432852,0.1397988,0.01210399,0.006638636,0.812033],"study_design_scores_gemma":[0.0001930203,0.0004716921,0.02450809,0.0003613441,0.0003054577,0.001453528,0.0001716827,0.6468408,0.2345417,0.03627942,0.05459813,0.0002752155],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006599537,0.0004383182,0.9863239,0.0001055611,0.0001518893,0.00005976448,0.0002614867,0.003451049,0.002608412],"genre_scores_gemma":[0.1713544,0.0005018236,0.820993,0.0002415236,0.0001488564,0.0002779654,0.0008912132,0.001524808,0.004066411],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01009806,"threshold_uncertainty_score":0.03378141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408086335","doi":"10.1007/978-3-031-71385-9_14","title":"Identifying Neural Correlates of Motor Learning in a Naturalistic VR-Based Motor Task","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Motor learning; Task (project management); Psychology; Neural correlates of consciousness; Computer science; Cognitive psychology; Neuroscience; Engineering; Cognition","authors":[{"name":"Alexanne De Grandpré","is_ca":true},{"name":"Félix Giroux","is_ca":true},{"name":"Camille Lasbareilles","is_ca":false},{"name":"Jared Boasen","is_ca":true},{"name":"Alexander Aumais","is_ca":true},{"name":"A Lesage","is_ca":true},{"name":"François Courtemanche","is_ca":true},{"name":"Charlotte J. Stagg","is_ca":false},{"name":"Sylvain Sénécal","is_ca":true},{"name":"Pierre-Majorique Léger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01612149791748546,"gpt":0.2421933377113927,"spread":0.2260718397939072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003199113,0.0002125037,0.0001720347,0.0001764957,0.00007276755,0.0003597112,0.0002307787,0.0002648684,0.002398672],"category_scores_gemma":[0.002315547,0.0001468744,0.0001118244,0.0001932342,0.0002195808,0.0002169245,0.0002117708,0.0003136924,0.0002852673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008862069,"about_ca_system_score_gemma":0.0001090418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133859,"about_ca_topic_score_gemma":0.002405038,"domain_scores_codex":[0.9999008,0.00002408019,0.000005947149,0.00002808995,0.00002599536,0.0000150868],"domain_scores_gemma":[0.999413,0.0004404426,0.00006380322,0.00002627489,0.00002931875,0.00002716016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003585681,0.0004911986,0.02261197,0.000409451,0.0001680642,0.0003650967,0.0006295204,0.002455259,0.8244131,0.0007162801,0.001065983,0.1430883],"study_design_scores_gemma":[0.0001242474,0.001199904,0.9409539,0.00003752519,0.00009843859,0.001482594,0.0001888544,0.01791939,0.03596267,0.0009276943,0.001073295,0.00003139614],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862855,0.0002942239,0.009399173,0.00005851901,0.00001341563,0.0001041807,0.0004151559,0.000106439,0.003323376],"genre_scores_gemma":[0.9937784,0.0001396502,0.004253346,0.0000327009,0.00001064987,0.00004400059,0.0002798989,0.00003225716,0.001428936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002398672,"threshold_uncertainty_score":0.008024335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408086400","doi":"10.1007/978-3-031-71385-9_29","title":"Comparing the Visual Processing of Words and Icons for Functional Illiterates in an Online Banking Context","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Color perception and design","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Context (archaeology); Computer science; Psychology; History","authors":[{"name":"Adrian Minano-Lozano","is_ca":true},{"name":"Jared Boasen","is_ca":true},{"name":"Yasmine Maurice","is_ca":true},{"name":"Constantinos K. Coursaris","is_ca":true},{"name":"Sylvain Sénécal","is_ca":true},{"name":"Pierre‐Majorique Léger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05391042293799973,"gpt":0.3079838054400494,"spread":0.2540733825020497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002817205,0.0002558639,0.0001929208,0.0005570491,0.0003916008,0.001497152,0.0002608451,0.0006239327,0.008334786],"category_scores_gemma":[0.003712071,0.0001291761,0.0001552528,0.0002677224,0.0006134968,0.001331613,0.0007575398,0.0004150912,0.0009328874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002645002,"about_ca_system_score_gemma":0.0001711314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004864568,"about_ca_topic_score_gemma":0.00714238,"domain_scores_codex":[0.9998351,0.00004902475,0.00001074169,0.00003334527,0.00003026864,0.00004149193],"domain_scores_gemma":[0.998515,0.001029269,0.0001400391,0.00005628695,0.0001467779,0.0001127779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01058171,0.001301234,0.313289,0.00104098,0.0001036295,0.004077354,0.190271,0.0008344481,0.2916098,0.003267858,0.00541218,0.1782109],"study_design_scores_gemma":[0.00005242377,0.001288505,0.8932369,0.0001203901,0.00009316563,0.001588475,0.08285277,0.001716982,0.01305899,0.002399331,0.003513549,0.00007840815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976819,0.00005087749,0.0001110824,0.00003017437,0.000003755428,0.000004972283,0.00002783654,0.000004971781,0.002084459],"genre_scores_gemma":[0.9978743,0.00007429458,0.00025863,0.00005948353,0.000005807819,0.000006641422,0.00007524078,0.00001443688,0.001631069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008334786,"threshold_uncertainty_score":0.02788264,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408086368","doi":"10.1007/978-3-031-71385-9_34","title":"Predicting User Satisfaction and Recommendation Intentions: A Machine Learning Approach Using Psychophysiological and Self-Reported Data","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Psychology; Computer science; User satisfaction; Applied psychology; Cognitive psychology; Artificial intelligence; Machine learning; Human–computer interaction","authors":[{"name":"Victoria Oluwakemi Okesipe","is_ca":true},{"name":"Théophile Demazure","is_ca":true},{"name":"Chenyi Huang","is_ca":true},{"name":"Sylvain Sénécal","is_ca":true},{"name":"Marc Frédette","is_ca":true},{"name":"Romain Pourchon","is_ca":false},{"name":"Constantinos K. Coursaris","is_ca":true},{"name":"Alexander J. Karran","is_ca":true},{"name":"Shang Lin Chen","is_ca":true},{"name":"Pierre-Majorique Léger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03640692384342489,"gpt":0.2878687878387324,"spread":0.2514618639953075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001602892,0.0009366776,0.0009338012,0.001833402,0.0003125315,0.001077304,0.0008445012,0.001312235,0.002294648],"category_scores_gemma":[0.004253169,0.0004095765,0.001324488,0.001654125,0.0002488514,0.0009573204,0.0003882432,0.001143884,0.001338706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004651379,"about_ca_system_score_gemma":0.0002959865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006849974,"about_ca_topic_score_gemma":0.007615031,"domain_scores_codex":[0.999493,0.0002088186,0.00004175547,0.0001167556,0.00008535868,0.00005438482],"domain_scores_gemma":[0.9958962,0.003397275,0.0001834544,0.0001812279,0.0002576807,0.0000842155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001270162,0.003572738,0.4064557,0.0002610431,0.001149984,0.0002258366,0.0002773796,0.0778764,0.006784989,0.0007978473,0.003647164,0.4976808],"study_design_scores_gemma":[0.00002508528,0.0003821124,0.1197325,0.0000267195,0.0001427606,0.0001167838,0.0001154824,0.8761163,0.001859131,0.001095461,0.0003437007,0.00004384854],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8957532,0.000888004,0.09645975,0.0004675944,0.00007386006,0.0001746514,0.002595542,0.0009303406,0.002657046],"genre_scores_gemma":[0.9616495,0.0003268172,0.03339006,0.00006850075,0.00007651983,0.0001302268,0.002506455,0.00003371923,0.001818276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006849974,"threshold_uncertainty_score":0.0136202,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408086357","doi":"10.1007/978-3-031-71385-9_9","title":"Investigating the Impact of Fluency Manipulations on Belief in Fake News on Social Media Platforms","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Fluency; Social media; Fake news; Psychology; Computer science; Internet privacy; Social psychology; World Wide Web; Mathematics education","authors":[{"name":"Rana Ali Adeeb","is_ca":true},{"name":"Mahdi Mirhoseini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04341101259021886,"gpt":0.3047743965795696,"spread":0.2613633839893508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00214714,0.000766708,0.0007655356,0.0004793669,0.000917814,0.003228388,0.001275162,0.001569594,0.02224826],"category_scores_gemma":[0.04129225,0.0007098473,0.000372634,0.0004828189,0.001293201,0.002457801,0.00148636,0.003664377,0.002213059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009677648,"about_ca_system_score_gemma":0.0005951112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003254755,"about_ca_topic_score_gemma":0.002509004,"domain_scores_codex":[0.997372,0.001033331,0.0001810187,0.0006683511,0.0005226981,0.000222616],"domain_scores_gemma":[0.903236,0.08226121,0.007708226,0.003396654,0.001560528,0.001837482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.2015397,0.1186605,0.1585846,0.003208938,0.001733057,0.0016189,0.04966928,0.003152994,0.280366,0.02012432,0.00757299,0.1537687],"study_design_scores_gemma":[0.007724578,0.05048781,0.8503811,0.0002618656,0.002226086,0.0005858844,0.008694259,0.007858699,0.05035266,0.01347191,0.007629551,0.000325618],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913365,0.00006379907,0.0005760474,0.0002157439,0.00006345532,0.0001056565,0.0004064585,0.00002716518,0.00720525],"genre_scores_gemma":[0.9877526,0.00009828549,0.001780055,0.0002647555,0.00008273761,0.0005897821,0.0005390994,0.00009310082,0.008799506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02224826,"threshold_uncertainty_score":0.07442784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400980066","doi":"10.1007/978-3-031-58396-4_13","title":"Connecting Values: The Research Potential of Sustainable Engagement","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Psychology","authors":[{"name":"Elaine Mosconi","is_ca":true},{"name":"Marie‐Claude Boudreau","is_ca":false},{"name":"Leandro Feitosa Jorge","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07909351187550755,"gpt":0.3947633548016908,"spread":0.3156698429261832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02416185,0.0009551935,0.001086461,0.00171531,0.005381895,0.02390623,0.002512198,0.006434733,0.01593555],"category_scores_gemma":[0.02293717,0.0006139231,0.0005202073,0.002894268,0.05834471,0.03246116,0.01303558,0.007417303,0.00222206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004824787,"about_ca_system_score_gemma":0.01018474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009095217,"about_ca_topic_score_gemma":0.001919257,"domain_scores_codex":[0.9784011,0.01775298,0.0002286016,0.0008905503,0.00185742,0.0008694575],"domain_scores_gemma":[0.9656097,0.02784884,0.0008071095,0.003214822,0.001014758,0.001504668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008630012,0.00001369981,0.00006843952,0.00009884818,0.000005468333,0.00002255981,0.003637088,0.0001151921,0.00006693476,0.9794175,0.005102424,0.01144334],"study_design_scores_gemma":[0.00000568819,0.00001150195,0.00005462878,0.0002308612,0.000002986833,0.00002330066,0.003872322,0.000154029,0.0001102201,0.9452685,0.05026036,0.000005730616],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01253223,0.03020048,0.07356448,0.1556306,0.00275062,0.0001982333,0.0001639412,0.0002154492,0.7247441],"genre_scores_gemma":[0.8347996,0.02999283,0.05041089,0.01542415,0.001945612,0.001223693,0.0002087545,0.0003442253,0.06565008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02416185,"threshold_uncertainty_score":0.1277816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117968237","doi":"10.1007/978-3-032-00815-2_5","title":"Do We Perceive Virtual Teachers as Human? An EEG Experiment Proposal for Investigating the Cognition of AI Teaching Expectations","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Cognition; N400; Perception; Virtual agent; Virtual reality; Key (lock); Work (physics)","authors":[{"name":"Colin Conrad","is_ca":true},{"name":"Nana Boakye","is_ca":true},{"name":"Aaron Newman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02432974918619364,"gpt":0.2953695554610774,"spread":0.2710398062748838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009001778,0.0001944151,0.0001019566,0.0001660465,0.0002871334,0.001002405,0.0005616872,0.000552372,0.005732211],"category_scores_gemma":[0.006177675,0.0001931695,0.0001328373,0.0001479078,0.0009132474,0.001442136,0.0004920606,0.0008206271,0.0003665856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001528597,"about_ca_system_score_gemma":0.0001094322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000785679,"about_ca_topic_score_gemma":0.0006032476,"domain_scores_codex":[0.9995975,0.0002205086,0.00001807376,0.00006943932,0.0000662771,0.00002825014],"domain_scores_gemma":[0.9970177,0.002483743,0.000137066,0.0001862113,0.00006411338,0.000111265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009343182,0.008196337,0.07215133,0.001239481,0.000271059,0.001179858,0.06764066,0.002214466,0.6434447,0.05407395,0.003733637,0.1365113],"study_design_scores_gemma":[0.002495217,0.02086241,0.6563447,0.0002140153,0.0004482043,0.003539514,0.09692506,0.02554866,0.1068684,0.06463537,0.02185675,0.0002617404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9788882,0.00009207596,0.009811359,0.0005263226,0.0000467658,0.0001984593,0.0001435209,0.00003194206,0.01026123],"genre_scores_gemma":[0.9934316,0.00006692667,0.004277812,0.0001489766,0.00001562095,0.0001912672,0.00005228479,0.000007649351,0.001807769],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.005732211,"threshold_uncertainty_score":0.01917613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117981237","doi":"10.1007/978-3-032-00815-2_6","title":"STREAM: Self-Supervised Task-Responsive EEG Architecture for Mental-State Estimation","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Inference; Electroencephalography; Cognition; Face (sociological concept); State (computer science); Pattern recognition (psychology); Estimation","authors":[{"name":"Arian Khorasani","is_ca":true},{"name":"Thaddé Rolon-Merette","is_ca":true},{"name":"Alexander John Karran","is_ca":true},{"name":"Pierre-Majorique Léger","is_ca":true},{"name":"Théophile Demazure","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01096389487176298,"gpt":0.2383195579326949,"spread":0.2273556630609319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005424411,0.0007438741,0.0004401701,0.0003335652,0.0001949436,0.0005364553,0.001238537,0.0006228885,0.005333169],"category_scores_gemma":[0.001022719,0.0003027609,0.0004682879,0.0004888854,0.000181871,0.0005969091,0.0006921897,0.0008921394,0.002096405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002755601,"about_ca_system_score_gemma":0.000575864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003088689,"about_ca_topic_score_gemma":0.007076831,"domain_scores_codex":[0.9998558,0.00002989899,0.000007960462,0.00005176222,0.00003811396,0.00001641849],"domain_scores_gemma":[0.9997686,0.00008228624,0.00001449629,0.00003525881,0.00008303133,0.00001625914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000398213,0.000224283,0.0006894307,0.0001477484,0.0001465732,0.00005618267,0.00006421037,0.04770666,0.03824259,0.002426194,0.01551793,0.8943801],"study_design_scores_gemma":[0.00002427297,0.0001208743,0.001165573,0.00001858533,0.00003946443,0.0000717248,0.0000108704,0.9743835,0.01677249,0.003368802,0.004004213,0.00001949395],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008568188,0.0004653939,0.9830845,0.0001067395,0.0001566857,0.00007995407,0.0005106716,0.005736805,0.001290999],"genre_scores_gemma":[0.3669848,0.001019763,0.6134091,0.0003781841,0.0003044582,0.0004675035,0.002473749,0.0007650994,0.01419743],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005333169,"threshold_uncertainty_score":0.01784116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404941366","doi":"10.1007/978-3-031-75329-9_33","title":"An Adaptive Fast-RCNN Method for Fish Monitoring: From an Artificial Environment to the Ocean","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Fish <Actinopterygii>; Fishery; Environmental science; Artificial intelligence; Computer science; Biology","authors":[{"name":"Mohcine Boudhane","is_ca":true},{"name":"Hamza Toulni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02962503401509097,"gpt":0.2675230080318953,"spread":0.2378979740168043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002596022,0.0006542204,0.0003538145,0.0004941574,0.0002074821,0.0005671456,0.0007982175,0.000746407,0.002191001],"category_scores_gemma":[0.0004665907,0.0002670845,0.00049326,0.0007699208,0.0002343176,0.0005768019,0.0004228891,0.0005223505,0.001261975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003183065,"about_ca_system_score_gemma":0.0004040458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006286317,"about_ca_topic_score_gemma":0.006551541,"domain_scores_codex":[0.9998502,0.00001684549,0.000007778923,0.00005813359,0.00005478496,0.00001229323],"domain_scores_gemma":[0.999881,0.00003218837,0.00001002663,0.00001722188,0.00005347323,0.000006010434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006734136,0.00003078975,0.0007023805,0.000182875,0.00004927673,0.0001464006,0.00006811436,0.06290308,0.03835265,0.00256394,0.005167009,0.8897661],"study_design_scores_gemma":[0.000007074611,0.00007504404,0.001957399,0.00004419773,0.00005202146,0.0002288298,0.00003586995,0.9646109,0.01413212,0.002562305,0.01625865,0.00003555101],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01167301,0.003996704,0.9771903,0.0001684772,0.0002561334,0.00003928059,0.00009321026,0.001527832,0.005055165],"genre_scores_gemma":[0.1508575,0.006484269,0.8112506,0.0002238576,0.0002342884,0.00009928716,0.0005005926,0.000316305,0.0300333],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006286317,"threshold_uncertainty_score":0.01249945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7118006807","doi":"10.1007/978-3-032-00815-2_30","title":"Building the Next Generation of NeuroIS Scholars: Lessons Learned, Challenges Overcome, and Future Directions for the Field","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in information systems and organisation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Leverage (statistics); Position paper; Field (mathematics); Key (lock); Position (finance); Work (physics)","authors":[{"name":"Pierre-Majorique Léger","is_ca":true},{"name":"Bonnie Brinton Anderson","is_ca":false},{"name":"Randall K. Minas","is_ca":false},{"name":"Gernot Müller-Putz","is_ca":false},{"name":"Adriane B. Randolph","is_ca":false},{"name":"René Riedl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07314781945351566,"gpt":0.296631593584576,"spread":0.2234837741310603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01727314,0.0007870304,0.001064187,0.002245361,0.004539108,0.0190444,0.002725368,0.005040167,0.02548489],"category_scores_gemma":[0.009781492,0.00042872,0.0007614691,0.002058696,0.01109465,0.02178013,0.008333024,0.01086702,0.00909495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003763768,"about_ca_system_score_gemma":0.02503221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002001117,"about_ca_topic_score_gemma":0.004790572,"domain_scores_codex":[0.9970701,0.001280784,0.0001270353,0.0003008741,0.0006024311,0.0006188029],"domain_scores_gemma":[0.9814304,0.004292983,0.0002972202,0.0006901533,0.00302756,0.01026178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006468099,0.0002123583,0.001016009,0.0004796378,0.00001583702,0.0001971998,0.006995728,0.0002091662,0.0004731353,0.4228676,0.3451702,0.2222983],"study_design_scores_gemma":[0.00002516469,0.00009472314,0.0003063918,0.0009233856,0.00001032109,0.0002327438,0.01236895,0.0003639624,0.0004133437,0.2629676,0.7222677,0.00002571653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005231356,0.100907,0.02147129,0.7340894,0.02551647,0.0001074087,0.0001904197,0.0006357959,0.1118509],"genre_scores_gemma":[0.1404659,0.1961374,0.182531,0.1889391,0.02056492,0.000761141,0.001155812,0.001085238,0.2683596],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02548489,"threshold_uncertainty_score":0.0913502,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}