{"meta":{"query_hash":"52652de5cd16","filters":{"venue":"Conestoga College Repository"},"cohort_total":25,"direct_labels_cover":0,"predictions_cover":25,"exported":25,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/52652de5cd16","api":"https://metacan.xera.ac/api/v1/cohort?venue=Conestoga+College+Repository"},"results":[{"id":"W6898939202","doi":"10.58067/s64m-x346","title":"Flourish and Grow","year":2024,"lang":"en","type":"article","venue":"Conestoga College Repository","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Indigenous; Clothing; Government (linguistics); Promotion (chess); Revenue; Work (physics)","score_opus":0.01689113922276463,"score_gpt":0.20533644771484277,"score_spread":0.18844530849207813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6898939202","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.078625426,0.0028992754,0.0039394926,0.040760297,0.0025304938,0.000105131796,0.00016852873,0.00053598505,0.8704354],"genre_scores_gemma":[0.42805058,0.0022099707,0.004120062,0.014429223,0.00040388844,0.000066037304,0.0001804104,0.0004775786,0.5500623],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985323,0.00027268205,0.000022575296,0.00018112145,0.000437544,0.00055366056],"domain_scores_gemma":[0.99823415,0.00012907271,0.000074035364,0.00014863476,0.00031814125,0.0010959622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015920103,0.0005802822,0.00026409808,0.00079461717,0.01120282,0.008900054,0.0006790788,0.002058341,0.039171383],"category_scores_gemma":[0.0029928957,0.00027834738,0.0003448169,0.0005241118,0.009234417,0.0056307856,0.008817337,0.003928354,0.010414696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015054444,0.0002186537,0.009364986,0.00020087748,0.000018829534,0.002016756,0.093596764,0.00012268835,0.005329205,0.24862328,0.44128913,0.19906825],"study_design_scores_gemma":[0.0000056566946,0.000046187073,0.0019461708,0.000070505965,0.00000288981,0.00038625853,0.01974518,0.000036431207,0.00026600255,0.0067323255,0.9707489,0.000013470373],"about_ca_topic_score_codex":0.011461529,"about_ca_topic_score_gemma":0.04042122,"teacher_disagreement_score":0.039171383,"about_ca_system_score_codex":0.0027838054,"about_ca_system_score_gemma":0.0034264813,"threshold_uncertainty_score":0.13104129},"labels":[],"label_agreement":null},{"id":"W6899020000","doi":"10.58067/yn7v-yv24","title":"La gestion des problèmes d’approvisionnement dans les industries émergentes : Dilemme de l’approvisionnement en biomasse d’Ecostrat","year":2024,"lang":"fr","type":"article","venue":"Conestoga College Repository","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Economic analysis","score_opus":0.017340587663017902,"score_gpt":0.22858942641134267,"score_spread":0.21124883874832476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6899020000","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87465775,0.00061978254,0.009353601,0.015684992,0.00008149005,0.000112998525,0.0000851839,0.00007272469,0.09933146],"genre_scores_gemma":[0.9682898,0.0004488176,0.0037331602,0.00047997464,0.000019814226,0.000041805983,0.000041025458,0.000027656057,0.026917977],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99704945,0.0007048678,0.00008747164,0.00042935528,0.00084719685,0.00088160933],"domain_scores_gemma":[0.98890746,0.004207889,0.0016568971,0.00052069424,0.0030213802,0.0016857926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040878775,0.00030098343,0.0003112508,0.0008023737,0.005088467,0.010156883,0.001546195,0.0022710531,0.007952427],"category_scores_gemma":[0.009881516,0.00030059344,0.00036720533,0.0013584456,0.0038919582,0.0038832144,0.0031617484,0.0027869057,0.0009116856],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003906583,0.00095727225,0.316067,0.0009246931,0.0001263803,0.009368118,0.16522287,0.019551096,0.013412486,0.17342624,0.015021276,0.28553194],"study_design_scores_gemma":[0.000047993224,0.00057369197,0.23731838,0.0007279881,0.00006653896,0.0014426954,0.38747156,0.018879073,0.0067146397,0.058346584,0.28824326,0.0001676819],"about_ca_topic_score_codex":0.0736908,"about_ca_topic_score_gemma":0.13276686,"teacher_disagreement_score":0.0736908,"about_ca_system_score_codex":0.014746332,"about_ca_system_score_gemma":0.015904034,"threshold_uncertainty_score":0.14652377},"labels":[],"label_agreement":null},{"id":"W6899030984","doi":"10.58067/2ajh-5x06","title":"Let's Talk Careers","year":2024,"lang":"en","type":"other","venue":"Conestoga College Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Agency (philosophy); Work (physics); Government (linguistics); Focus (optics)","score_opus":0.010171800650854393,"score_gpt":0.2355527447369187,"score_spread":0.2253809440860643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6899030984","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019558505,0.000089481764,0.00017690512,0.0014864457,0.0011702973,0.000043933236,0.0012862617,0.0013664238,0.9941847],"genre_scores_gemma":[0.00038070057,0.00003103318,0.000049807535,0.00030392705,0.00008329229,0.000014698627,0.00030375176,0.00048634078,0.99834645],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990596,0.00008766915,0.000018675275,0.00008921328,0.00044919594,0.0002956191],"domain_scores_gemma":[0.9970151,0.00022477744,0.000050482715,0.00021296726,0.00078748877,0.0017090889],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00093520485,0.0010986918,0.0007708465,0.0023935838,0.006200898,0.008697551,0.0015279453,0.002838813,0.89977366],"category_scores_gemma":[0.0042404234,0.0007914459,0.0009158118,0.0013914899,0.0008547047,0.0032075606,0.006355007,0.003892866,0.8688348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011129061,0.000018852277,0.000040428233,0.000012708624,5.194663e-7,0.000016539263,0.00002785737,0.000008413677,0.000025065381,0.0011958054,0.98845893,0.01018379],"study_design_scores_gemma":[0.000009127743,0.000007671327,0.00018329665,0.000036613732,0.0000011319523,0.000014858424,0.0001238713,0.00002857385,0.00004826652,0.00066798355,0.9988714,0.0000072076505],"about_ca_topic_score_codex":0.012933906,"about_ca_topic_score_gemma":0.052458353,"teacher_disagreement_score":0.89977366,"about_ca_system_score_codex":0.0018794863,"about_ca_system_score_gemma":0.0040602204,"threshold_uncertainty_score":0.14296073},"labels":[],"label_agreement":null},{"id":"W6899083490","doi":"10.58067/5h8n-fx78","title":"Introducción al Español: Spanish Workbook","year":2024,"lang":"es","type":"other","venue":"Conestoga College Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Workbook; Set (abstract data type)","score_opus":0.008548959583928862,"score_gpt":0.24340767509025735,"score_spread":0.23485871550632847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6899083490","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011506255,0.006441944,0.0010943275,0.0035282315,0.004736521,0.00011725841,0.020983865,0.0025614547,0.95938575],"genre_scores_gemma":[0.0018065576,0.0022975921,0.0004920012,0.00030256397,0.0005296712,0.00006124987,0.0072198007,0.001135227,0.98615533],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995915,0.00005016219,0.000022857372,0.000061016617,0.00020980775,0.00006453379],"domain_scores_gemma":[0.9988593,0.00013879084,0.000048134745,0.00012369461,0.0006396348,0.00019041366],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006468712,0.0015690544,0.0009261809,0.0045916643,0.0014239094,0.004722893,0.0015524058,0.0011495338,0.55846137],"category_scores_gemma":[0.0020693275,0.00032253028,0.0004122322,0.0060684555,0.0005186274,0.0019160158,0.0020911878,0.0012010295,0.43038327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021373216,0.00002552505,0.00012013983,0.00009575752,9.737323e-7,0.000020728301,0.00005758872,0.000048317343,0.00007676683,0.001346259,0.9352576,0.06292891],"study_design_scores_gemma":[0.0000056189288,0.000003433747,0.00042369388,0.000081661936,0.0000011220766,0.000014884938,0.000067363806,0.000019088066,0.00004469024,0.0004756734,0.9988594,0.000003373684],"about_ca_topic_score_codex":0.03283473,"about_ca_topic_score_gemma":0.049540244,"teacher_disagreement_score":0.55846137,"about_ca_system_score_codex":0.0020365918,"about_ca_system_score_gemma":0.0042182407,"threshold_uncertainty_score":0.6298013},"labels":[],"label_agreement":null},{"id":"W6899091141","doi":"10.58067/n52j-0s64","title":"Une crise de la gestion de projet : Transition d’un bloc collaboratif pluri-institutionnel en personne vers une prestation en ligne","year":2024,"lang":"fr","type":"article","venue":"Conestoga College Repository","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Context (archaeology)","score_opus":0.02869070139326126,"score_gpt":0.2642498464604871,"score_spread":0.23555914506722583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6899091141","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39769268,0.0024195923,0.036376808,0.16777682,0.0027422332,0.00031167967,0.00014646271,0.0007951683,0.3917386],"genre_scores_gemma":[0.88718337,0.00096616655,0.010634996,0.008845706,0.00017895666,0.00021399648,0.00009442791,0.00042085513,0.0914616],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.97899127,0.012593437,0.0005502888,0.0018155816,0.0029833748,0.0030661207],"domain_scores_gemma":[0.97364736,0.0047361404,0.0014361748,0.0017871303,0.0036172674,0.014775871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011637803,0.0004924233,0.00032168458,0.0013036404,0.025663266,0.018761821,0.0019790095,0.003441813,0.017869487],"category_scores_gemma":[0.016272513,0.0007437688,0.00065196096,0.0013875563,0.018661724,0.017215552,0.020939749,0.009439379,0.0033565464],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007843082,0.0002040187,0.007118443,0.00015267839,0.000021594862,0.0017776415,0.781466,0.000119783115,0.0015700181,0.11544755,0.037888903,0.054154973],"study_design_scores_gemma":[0.000015902044,0.00016129953,0.0053535625,0.00036812644,0.000009734018,0.0009370609,0.5039895,0.00025716468,0.00043434443,0.013079531,0.4753185,0.00007531711],"about_ca_topic_score_codex":0.026721278,"about_ca_topic_score_gemma":0.039848752,"teacher_disagreement_score":0.026721278,"about_ca_system_score_codex":0.009898601,"about_ca_system_score_gemma":0.026066193,"threshold_uncertainty_score":0.07181972},"labels":[],"label_agreement":null},{"id":"W6899176409","doi":"10.58067/0n0z-yv79","title":"Breaking New Ground: Sofvie’s Role In Advancing Health & Safety Standards In the Mining Sector","year":2024,"lang":"en","type":"article","venue":"Conestoga College Repository","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Accountability; Task (project management); Occupational safety and health; Software; Health sector; Health care","score_opus":0.015053485638282677,"score_gpt":0.3329498391695065,"score_spread":0.3178963535312238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6899176409","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6544377,0.0007625105,0.023774978,0.12069677,0.00028035257,0.00010994869,0.000025702846,0.0002034798,0.19970858],"genre_scores_gemma":[0.98912084,0.00019331278,0.002932685,0.0030910834,0.000029242448,0.000024232557,0.00001358359,0.000032263135,0.004562782],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9705154,0.019335316,0.0007146166,0.0012088115,0.0025340398,0.0056918054],"domain_scores_gemma":[0.9600296,0.022427734,0.0031410246,0.0040657455,0.004379406,0.0059564007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.039509907,0.00046576635,0.00049566093,0.002874628,0.01667388,0.02188336,0.002086266,0.009154649,0.0064957365],"category_scores_gemma":[0.044009816,0.0006716144,0.0005985692,0.0020255067,0.023476552,0.018023495,0.018737875,0.0077958093,0.00078087667],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029324496,0.00061772566,0.04696484,0.000187785,0.00004621086,0.003400519,0.3026277,0.0016009236,0.0033299418,0.50584936,0.015768515,0.11931315],"study_design_scores_gemma":[0.000070681155,0.0010702404,0.019403111,0.0013098143,0.000068188376,0.0020747667,0.5284927,0.006472751,0.004621788,0.11025301,0.32595956,0.0002033827],"about_ca_topic_score_codex":0.012476526,"about_ca_topic_score_gemma":0.015200173,"teacher_disagreement_score":0.039509907,"about_ca_system_score_codex":0.013238735,"about_ca_system_score_gemma":0.017012075,"threshold_uncertainty_score":0.20895088},"labels":[],"label_agreement":null},{"id":"W6899190413","doi":"10.58067/jwfn-v629","title":"ENVR1060 – Climate and Sustainability Foundations","year":2025,"lang":"en","type":"other","venue":"Conestoga College Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Sustainability; Climate change; Government (linguistics); Sustainable development","score_opus":0.006862759996840517,"score_gpt":0.2623060032385964,"score_spread":0.2554432432417559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6899190413","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031548235,0.00042647694,0.00066357164,0.0026782597,0.0011974857,0.00009061662,0.009245522,0.0013269574,0.98405564],"genre_scores_gemma":[0.0010833429,0.00017802676,0.00048405456,0.00072453276,0.00010192493,0.00005261131,0.0039448156,0.0007085624,0.9927222],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988122,0.00009729798,0.000031783024,0.000103010105,0.00074512616,0.00021054622],"domain_scores_gemma":[0.9981944,0.00015038671,0.000063351494,0.0002388217,0.00083237566,0.0005207448],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015770437,0.0008511292,0.0005727259,0.0015803229,0.001745448,0.005721009,0.0016822794,0.0034402367,0.62986267],"category_scores_gemma":[0.0048544495,0.0005520996,0.00059559295,0.0012922204,0.00067279255,0.0022926268,0.003529184,0.0030299213,0.4446092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018082352,0.000030062089,0.00006200945,0.000032857868,0.0000017226162,0.000020624893,0.000009265274,0.00009538054,0.00007877954,0.010822095,0.970235,0.018594151],"study_design_scores_gemma":[0.000007319973,0.000004596783,0.00018249793,0.000037828784,7.51783e-7,0.0000090890435,0.000014317399,0.000096326796,0.000056684497,0.0019874226,0.99759835,0.0000047215794],"about_ca_topic_score_codex":0.03209313,"about_ca_topic_score_gemma":0.06307196,"teacher_disagreement_score":0.62986267,"about_ca_system_score_codex":0.002263342,"about_ca_system_score_gemma":0.008591076,"threshold_uncertainty_score":0.527956},"labels":[],"label_agreement":null},{"id":"W6899215438","doi":"10.58067/fg55-9z52","title":"Handling Sourcing Issues in Emerging Industries: Ecostrat's Biomass Supply Dilemma","year":2023,"lang":"en","type":"article","venue":"Conestoga College Repository","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Woodchips; Dilemma; Corporation; Supply chain; Customer service; Product (mathematics); Software deployment","score_opus":0.021727911393192724,"score_gpt":0.2612420662621481,"score_spread":0.23951415486895536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6899215438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55700755,0.0026772881,0.017247925,0.082513735,0.0005110544,0.00030403846,0.000105049636,0.00013269846,0.33950064],"genre_scores_gemma":[0.9467317,0.0023660208,0.007897515,0.007080367,0.00019200488,0.00013224118,0.000069507136,0.00006934102,0.03546121],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99626213,0.0012969311,0.00013436172,0.00026442774,0.0009560207,0.0010861033],"domain_scores_gemma":[0.99511516,0.002539091,0.00053103425,0.00020205759,0.0007416442,0.0008709456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047815535,0.0006067875,0.00028578565,0.0014218376,0.015145543,0.010906138,0.0019509651,0.00786038,0.007621192],"category_scores_gemma":[0.006927345,0.00036001144,0.0004417428,0.002173314,0.0064288704,0.008205028,0.0068305153,0.0061606453,0.0011384359],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000122003694,0.0006541807,0.030698659,0.00048075616,0.000023672348,0.20432895,0.21385677,0.0038999582,0.0023208507,0.4179337,0.054575454,0.07110503],"study_design_scores_gemma":[0.000025705574,0.00015321575,0.0032239663,0.00092662603,0.0000148121235,0.03978028,0.50318235,0.0048463675,0.0019527862,0.039129585,0.4066902,0.00007414966],"about_ca_topic_score_codex":0.009741356,"about_ca_topic_score_gemma":0.020711673,"teacher_disagreement_score":0.015145543,"about_ca_system_score_codex":0.0065693697,"about_ca_system_score_gemma":0.006192846,"threshold_uncertainty_score":0.047664344},"labels":[],"label_agreement":null},{"id":"W6917671876","doi":"10.58067/3hd7-mp11","title":"Stories of Hope, Vol. 1: Stories of Resilience","year":2023,"lang":"en","type":"book","venue":"Conestoga College Repository","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Resilience (materials science); Narrative; Perspective (graphical); Psychological resilience; Vulnerability (computing); Qualitative research","score_opus":0.029696619192899464,"score_gpt":0.34772080930534266,"score_spread":0.3180241901124432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6917671876","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014245261,0.07246509,0.0016792722,0.024515992,0.004001342,0.000045489687,0.00018415612,0.00018619189,0.8954979],"genre_scores_gemma":[0.033897452,0.048185896,0.0014217722,0.010456731,0.0018375635,0.00009260788,0.00019936227,0.00021169124,0.9036969],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997565,0.0000933626,0.0000059754307,0.000012834181,0.00010134501,0.000030007508],"domain_scores_gemma":[0.99944216,0.0003145959,0.00003702887,0.00003248388,0.00007419025,0.00009947217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042120635,0.00053322123,0.00026107256,0.00090963166,0.0021422207,0.0049303155,0.00052000745,0.0010884322,0.037086986],"category_scores_gemma":[0.0022241212,0.0002488327,0.00020000449,0.0008283004,0.0020746724,0.0034569057,0.0022175605,0.0024417404,0.010054822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012132723,0.000010227794,0.00010621503,0.0001069486,0.0000023452042,0.00014599736,0.0035797548,0.00004690583,0.00009014499,0.058296185,0.88590074,0.05170237],"study_design_scores_gemma":[0.000001335524,0.000004474309,0.00026803763,0.0002962309,0.0000015248964,0.00029037302,0.0021642817,0.000029573874,0.000047808462,0.013118905,0.98377305,0.0000043956006],"about_ca_topic_score_codex":0.0033612251,"about_ca_topic_score_gemma":0.009657593,"teacher_disagreement_score":0.037086986,"about_ca_system_score_codex":0.0011251229,"about_ca_system_score_gemma":0.0014157824,"threshold_uncertainty_score":0.12406838},"labels":[],"label_agreement":null},{"id":"W6917732838","doi":"10.58067/4bmm-c104","title":"Sienci Labs: Managing Production (Push or Pull?)","year":2024,"lang":"en","type":"article","venue":"Conestoga College Repository","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Conestoga College","funders":"","keywords":"Dilemma; Work (physics); Production (economics); Supply chain; Product (mathematics); Toyota Production System; Lean manufacturing; Control (management); Inventory control","score_opus":0.02204246644887118,"score_gpt":0.23825711938151295,"score_spread":0.21621465293264178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6917732838","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.119063176,0.002467182,0.063065454,0.033332653,0.00082266616,0.0007784948,0.00047939358,0.0032673026,0.7767237],"genre_scores_gemma":[0.68447447,0.0024616297,0.07126251,0.006616408,0.00028262788,0.00061657117,0.00057553296,0.001023975,0.2326863],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961436,0.0011254376,0.00012082522,0.0004827891,0.0012656235,0.00086176436],"domain_scores_gemma":[0.99733895,0.00050877105,0.0002751168,0.00036627025,0.0004795085,0.0010314436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003276282,0.0010403205,0.00029882812,0.001151354,0.004476996,0.009133432,0.0034043316,0.0030450125,0.028326144],"category_scores_gemma":[0.0043316623,0.00055996544,0.00041487065,0.0018231797,0.004098119,0.007672312,0.0059543224,0.0022994145,0.005713926],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008664141,0.0009037446,0.014207615,0.0010872958,0.000046759706,0.041855987,0.05337432,0.011260341,0.018468391,0.26095825,0.27856526,0.3184056],"study_design_scores_gemma":[0.00005779701,0.00028348237,0.001526162,0.000356341,0.000015994734,0.0046867873,0.022485157,0.007816446,0.004774477,0.010454386,0.9474495,0.000093502626],"about_ca_topic_score_codex":0.023330586,"about_ca_topic_score_gemma":0.039876286,"teacher_disagreement_score":0.028326144,"about_ca_system_score_codex":0.006495632,"about_ca_system_score_gemma":0.0058751195,"threshold_uncertainty_score":0.09476042},"labels":[],"label_agreement":null},{"id":"W6917735950","doi":"10.58067/1gt9-1345","title":"A Project Management Crisis: Moving a Multi-institutional Collaborative In-Person Sprint Online","year":2023,"lang":"en","type":"article","venue":"Conestoga College Repository","topic":"Artificial Intelligence Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Project management; Sprint; Project management triangle; Phase (matter); Project manager; Point (geometry); Project planning; Work (physics)","score_opus":0.052480533367925554,"score_gpt":0.31552568345617055,"score_spread":0.26304515008824497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6917735950","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5246288,0.00065143855,0.031996854,0.21140732,0.0026900442,0.00071385875,0.00019000846,0.0007755377,0.22694613],"genre_scores_gemma":[0.94800884,0.00047591442,0.009388102,0.015024408,0.0002805077,0.0003910476,0.00011713849,0.00029511336,0.02601882],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9816659,0.010994387,0.0004552596,0.00095715025,0.0018672204,0.004060106],"domain_scores_gemma":[0.9810494,0.0028811838,0.0013298816,0.0008512752,0.0017734588,0.012114827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010272548,0.00085905654,0.0005073171,0.0013319306,0.034615587,0.011185681,0.0033542311,0.008283079,0.013391035],"category_scores_gemma":[0.018962368,0.00081388064,0.0007291867,0.001397066,0.008870306,0.01520549,0.016732775,0.014427369,0.0028196431],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039765236,0.001876777,0.020129232,0.0003746991,0.000067583904,0.06082786,0.5026311,0.0026479913,0.0022109356,0.12286739,0.21548693,0.07048184],"study_design_scores_gemma":[0.000054148542,0.00047079925,0.003570471,0.00045761012,0.000018014855,0.009921286,0.7078648,0.0041774474,0.0005545879,0.019402312,0.25338978,0.00011872446],"about_ca_topic_score_codex":0.0096146455,"about_ca_topic_score_gemma":0.015542524,"teacher_disagreement_score":0.034615587,"about_ca_system_score_codex":0.00514531,"about_ca_system_score_gemma":0.009410762,"threshold_uncertainty_score":0.05432707},"labels":[],"label_agreement":null},{"id":"W6917880869","doi":"10.58067/5d92-5e19","title":"Teaching Group Dynamics: A Guide for Faculty","year":2024,"lang":"en","type":"other","venue":"Conestoga College Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Group (periodic table); Higher education; Class (philosophy); Work (physics)","score_opus":0.01574407516653041,"score_gpt":0.2940803084508988,"score_spread":0.27833623328436835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6917880869","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012363958,0.0019000141,0.08807321,0.004749766,0.0011511267,0.0015036241,0.01012361,0.05162504,0.8396371],"genre_scores_gemma":[0.0021658586,0.0015793745,0.048356373,0.0006478984,0.00020044732,0.0010436133,0.004070523,0.009479276,0.9324566],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986505,0.0003656295,0.000104857056,0.00011066181,0.00064036285,0.0001279468],"domain_scores_gemma":[0.9941603,0.0020524675,0.00020007802,0.0006811225,0.0017295149,0.0011765996],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025124492,0.002250731,0.0012191928,0.004072539,0.0026641353,0.0055007506,0.0034673526,0.0020270399,0.5414028],"category_scores_gemma":[0.007916027,0.0020092959,0.0008284055,0.0042287293,0.0009909412,0.0073004896,0.004963566,0.002730954,0.44703794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000124843145,0.00007041712,0.00011658483,0.00006643291,0.0000012323644,0.000036079942,0.00019245838,0.00013007119,0.00017529904,0.0015870709,0.86961013,0.1280017],"study_design_scores_gemma":[0.000023597153,0.000023896402,0.0003206843,0.00014077993,0.0000028644345,0.000118786695,0.00039820615,0.00041463337,0.00029828132,0.0044497456,0.99379396,0.000014606213],"about_ca_topic_score_codex":0.0069030663,"about_ca_topic_score_gemma":0.030846154,"teacher_disagreement_score":0.5414028,"about_ca_system_score_codex":0.0015967846,"about_ca_system_score_gemma":0.005762874,"threshold_uncertainty_score":0.6541332},"labels":[],"label_agreement":null},{"id":"W6918026401","doi":"10.58067/c6nr-6h76","title":"Fundamentals of Business Math","year":2023,"lang":"en","type":"book","venue":"Conestoga College Repository","topic":"Autophagy in Disease and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Calculus (dental); Business management; Work (physics); Algebra over a field","score_opus":0.018463873809177377,"score_gpt":0.25796400101745487,"score_spread":0.23950012720827749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6918026401","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000196154,0.002687665,0.002785883,0.0019180281,0.00047229923,0.000017182134,0.00008182548,0.00012137411,0.9917196],"genre_scores_gemma":[0.004450718,0.0022679272,0.0014664351,0.00041829166,0.00032207946,0.000039997154,0.00007341225,0.00012541769,0.99083567],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99962986,0.00008187431,0.000015188921,0.000049947146,0.00018421124,0.00003898333],"domain_scores_gemma":[0.9995584,0.00015627498,0.000019732215,0.00005894936,0.00013302738,0.00007359519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043755837,0.00095456204,0.0006247954,0.0015327709,0.0021212525,0.0056664525,0.0009028419,0.001135755,0.1998601],"category_scores_gemma":[0.0016648744,0.00043531755,0.00039173954,0.0018743325,0.001744394,0.0036444438,0.0017798939,0.0029930011,0.10368564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072581406,0.00003758103,0.000112211754,0.0000788758,0.0000024063572,0.00004444145,0.0004073429,0.0003453186,0.000101715654,0.40694883,0.4899557,0.10195829],"study_design_scores_gemma":[0.0000021350559,0.0000056658796,0.00012784541,0.00010281253,0.0000012990291,0.00003799543,0.00017449235,0.0002976367,0.00004843726,0.10790781,0.8912904,0.0000035226847],"about_ca_topic_score_codex":0.0034692313,"about_ca_topic_score_gemma":0.011717911,"teacher_disagreement_score":0.1998601,"about_ca_system_score_codex":0.0025449402,"about_ca_system_score_gemma":0.0021499954,"threshold_uncertainty_score":0.66859865},"labels":[],"label_agreement":null},{"id":"W6936547931","doi":"10.58067/tmnt-rb08","title":"Disrupting the Dating Scene: The U Got Game Dating App","year":2024,"lang":"en","type":"article","venue":"Conestoga College Repository","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Mobile apps; Market research; Competitive advantage; Game Developer","score_opus":0.02874872572847457,"score_gpt":0.3334406615032126,"score_spread":0.304691935774738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6936547931","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7291096,0.0013897998,0.010424219,0.00878017,0.0008644676,0.0002981988,0.00020445806,0.00036564,0.24856344],"genre_scores_gemma":[0.945168,0.0006401662,0.008249198,0.0018101616,0.000117020914,0.00013503237,0.00011047581,0.00012783072,0.04364209],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99754226,0.0015673549,0.000039697574,0.00011552967,0.0003777095,0.00035752394],"domain_scores_gemma":[0.99834585,0.00077162514,0.00014813244,0.00011077818,0.00011746437,0.0005061592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014961425,0.00056558853,0.0002349682,0.0008279659,0.007827612,0.0059510805,0.0010789806,0.002923422,0.007961641],"category_scores_gemma":[0.00408345,0.00034879622,0.00036790472,0.00051518565,0.0031026776,0.004174054,0.004062288,0.0022218588,0.0021572916],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010904438,0.0028196918,0.041062146,0.0007790632,0.000089867084,0.0447494,0.36243927,0.0017255105,0.006038272,0.1638712,0.13355376,0.24178123],"study_design_scores_gemma":[0.00007006517,0.0010349709,0.013073418,0.0006864721,0.00005937797,0.024479784,0.24871914,0.0050771674,0.003835672,0.018702837,0.68407804,0.00018306402],"about_ca_topic_score_codex":0.002830144,"about_ca_topic_score_gemma":0.013438746,"teacher_disagreement_score":0.007961641,"about_ca_system_score_codex":0.0009171632,"about_ca_system_score_gemma":0.0010475393,"threshold_uncertainty_score":0.026634336},"labels":[],"label_agreement":null},{"id":"W6936570208","doi":"10.58067/5zg3-1b13","title":"Listening Strategies for Success","year":2023,"lang":"en","type":"book","venue":"Conestoga College Repository","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Active listening; Informational listening; Listening comprehension; Vocabulary; Appreciative listening; Reflective listening","score_opus":0.03706284276092304,"score_gpt":0.2571152874744724,"score_spread":0.22005244471354934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6936570208","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023338003,0.0043163225,0.004903974,0.0021720137,0.00057120144,0.000075085954,0.00006357699,0.0003596726,0.98520434],"genre_scores_gemma":[0.07839187,0.008918095,0.00989016,0.0017228735,0.00055763824,0.00027136845,0.00034701137,0.0007135676,0.8991874],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990644,0.00021802721,0.000043668617,0.0001189072,0.0003995346,0.00015546301],"domain_scores_gemma":[0.9989034,0.00037962408,0.00005248361,0.000117938886,0.00029750724,0.00024911104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081924634,0.0013133591,0.00038611863,0.0018081969,0.0021048847,0.008300578,0.0011317946,0.0014506031,0.055465132],"category_scores_gemma":[0.0035328348,0.00024432898,0.00047230397,0.0008693107,0.0024707057,0.005356298,0.004281907,0.002552279,0.03102712],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030199766,0.000077788194,0.00040595361,0.00035183982,0.000009062168,0.0008570671,0.016759107,0.00013971943,0.0021486164,0.34569156,0.24051508,0.393014],"study_design_scores_gemma":[0.000006606218,0.00004365788,0.00056121295,0.0004905103,0.000008406778,0.0010282686,0.004253603,0.000132376,0.00051116815,0.042572767,0.95037484,0.000016560805],"about_ca_topic_score_codex":0.0012599173,"about_ca_topic_score_gemma":0.0021422878,"teacher_disagreement_score":0.055465132,"about_ca_system_score_codex":0.0011855203,"about_ca_system_score_gemma":0.0015395808,"threshold_uncertainty_score":0.18554938},"labels":[],"label_agreement":null},{"id":"W6936668782","doi":"10.58067/phzg-3464","title":"Pipework Warehouse Inc.: Managing Disruptions in Supply and Demand","year":2024,"lang":"en","type":"article","venue":"Conestoga College Repository","topic":"Medieval and Early Modern Justice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Warehouse; Production (economics); Supply and demand; Supply chain; Demand forecasting","score_opus":0.014202375566920888,"score_gpt":0.2788907308936442,"score_spread":0.2646883553267233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6936668782","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061890043,0.01021631,0.07510205,0.0656167,0.002398963,0.00072549883,0.01148639,0.028144335,0.7444197],"genre_scores_gemma":[0.25619692,0.011259662,0.03699336,0.001653271,0.0006077811,0.0002019182,0.0049333954,0.0029796802,0.685174],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990433,0.000088595436,0.0000402281,0.00009089523,0.0006742052,0.00006270793],"domain_scores_gemma":[0.9975299,0.0006973736,0.00021050905,0.0002491617,0.0009258849,0.0003871858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001946584,0.00050816376,0.0002577861,0.0023081594,0.00197765,0.0053537507,0.0010224277,0.0010364708,0.07477284],"category_scores_gemma":[0.0041755927,0.0005370145,0.00017096502,0.004248993,0.0008577601,0.0050046206,0.002604778,0.0014921487,0.015373307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011414019,0.00014693677,0.0060834987,0.00017658899,0.000013110365,0.0003737341,0.001374026,0.0022321462,0.0013947662,0.013866249,0.6150184,0.35920632],"study_design_scores_gemma":[0.00005074874,0.0001099587,0.008486909,0.00022085532,0.000025381933,0.00030426454,0.0031647712,0.013070374,0.0023817143,0.010357315,0.9617543,0.00007336987],"about_ca_topic_score_codex":0.02515138,"about_ca_topic_score_gemma":0.046772778,"teacher_disagreement_score":0.07477284,"about_ca_system_score_codex":0.0017040434,"about_ca_system_score_gemma":0.0056293895,"threshold_uncertainty_score":0.25014007},"labels":[],"label_agreement":null},{"id":"W6936826700","doi":"10.58067/g1f5-6t07","title":"Statistical Process Control at Hi-Tech Surfactants","year":2024,"lang":"en","type":"article","venue":"Conestoga College Repository","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Process (computing); Statistical process control; Process control; Control system; Statistical analysis","score_opus":0.005472287238167144,"score_gpt":0.2338909291744998,"score_spread":0.22841864193633266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6936826700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57591033,0.0015963924,0.3987997,0.0012530107,0.00025379207,0.000069126094,0.0002492039,0.001611214,0.020257229],"genre_scores_gemma":[0.9775688,0.0003329118,0.011342115,0.000053229935,0.00005550663,0.000033828812,0.00011768361,0.00008897545,0.010406904],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99946505,0.000132651,0.000025621765,0.00006350604,0.00024168938,0.00007144965],"domain_scores_gemma":[0.99877113,0.0005055082,0.00011629827,0.00013968842,0.0004034801,0.00006377277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091076817,0.00021641154,0.00041995363,0.0006398579,0.00060443225,0.0013021748,0.00056574756,0.00046206286,0.0030895788],"category_scores_gemma":[0.0034452642,0.00024880542,0.0002459487,0.0007419802,0.0005237657,0.0010487335,0.00073455786,0.0006259457,0.0005956849],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010381652,0.00053801347,0.008090458,0.00024542667,0.00010039118,0.00033268527,0.00031007975,0.30271274,0.24032868,0.28234932,0.007964847,0.15598927],"study_design_scores_gemma":[0.000020572059,0.00012792324,0.0017176777,0.0000058057094,0.000008786389,0.000026136897,0.000033208315,0.9276098,0.056472734,0.0116677545,0.0022914407,0.00001823411],"about_ca_topic_score_codex":0.0032972721,"about_ca_topic_score_gemma":0.0032737944,"teacher_disagreement_score":0.0032972721,"about_ca_system_score_codex":0.000899461,"about_ca_system_score_gemma":0.0010897326,"threshold_uncertainty_score":0.010335684},"labels":[],"label_agreement":null},{"id":"W6955070034","doi":"10.58067/yk79-ap61","title":"Axtion Independence Mobility Inc.: Challenges from Prototype to Market Launch","year":2024,"lang":"en","type":"article","venue":"Conestoga College Repository","topic":"Business Strategies and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"","keywords":"Process (computing); Independence (probability theory); Dignity; Product (mathematics); Lift (data mining)","score_opus":0.021700059094099063,"score_gpt":0.22949897497553048,"score_spread":0.20779891588143143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6955070034","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15946579,0.0026154285,0.098121926,0.10857085,0.0033353756,0.0014968215,0.0004431826,0.00730019,0.61865056],"genre_scores_gemma":[0.60347396,0.0024798801,0.11330191,0.008029687,0.00043429856,0.000984066,0.0007151426,0.0031802172,0.2674009],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.988576,0.002810375,0.00044825242,0.000605979,0.006431485,0.0011278386],"domain_scores_gemma":[0.98443085,0.0057929703,0.0006485734,0.0017993742,0.005312411,0.0020157455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0121691665,0.000690426,0.00036449224,0.001221506,0.0033412774,0.0067489934,0.0028151819,0.0038983186,0.029671347],"category_scores_gemma":[0.028478092,0.00055941544,0.00047760564,0.0007151156,0.0028228906,0.008755555,0.003847179,0.0032038826,0.012542682],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002943538,0.0008980869,0.011364289,0.0010646073,0.00002633534,0.015144803,0.03153646,0.0028351392,0.012952607,0.07821867,0.26817352,0.5774913],"study_design_scores_gemma":[0.00003634701,0.0010352083,0.0025344437,0.00063767907,0.000020144062,0.008209362,0.015975172,0.0049532917,0.006628319,0.009462088,0.95041066,0.00009720825],"about_ca_topic_score_codex":0.005038766,"about_ca_topic_score_gemma":0.01071478,"teacher_disagreement_score":0.029671347,"about_ca_system_score_codex":0.002534282,"about_ca_system_score_gemma":0.0046304325,"threshold_uncertainty_score":0.09926051},"labels":[],"label_agreement":null},{"id":"W6955146302","doi":"10.58067/943a-3q11","title":"Democratic Lotteries: Should Organizational Decision-Makers Consider Decision-Making by Chance?","year":2024,"lang":"en","type":"article","venue":"Conestoga College Repository","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Democracy; Government (linguistics); Work (physics); Action (physics)","score_opus":0.016851418354749955,"score_gpt":0.24182876018663457,"score_spread":0.22497734183188461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6955146302","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14743748,0.0029483987,0.19730477,0.39211622,0.0031624339,0.00022068516,0.00047370666,0.00036403228,0.25597224],"genre_scores_gemma":[0.9737154,0.0005889736,0.011155421,0.007720674,0.00051888876,0.00013963891,0.0000798476,0.00005692515,0.0060243006],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9904046,0.0065213367,0.0002779974,0.00071950693,0.0011786793,0.00089789595],"domain_scores_gemma":[0.93599707,0.042801768,0.004423222,0.0056984643,0.003943898,0.0071355766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0175635,0.00043516632,0.0010259218,0.00086022913,0.0027375226,0.0092932,0.0015900278,0.004346338,0.018404933],"category_scores_gemma":[0.09247346,0.0004889842,0.0006094818,0.0011491687,0.008955772,0.0107187275,0.0031714689,0.0064257914,0.0016291421],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023634585,0.0001749072,0.003610905,0.00011280898,0.00007765828,0.00009205034,0.001663513,0.005019565,0.00019152214,0.91561455,0.023490317,0.04971598],"study_design_scores_gemma":[0.00004032763,0.000019140238,0.0004992487,0.00004989248,0.0000101979185,0.0000136886465,0.000466152,0.0033734227,0.000091983864,0.98831326,0.007107749,0.000014988042],"about_ca_topic_score_codex":0.0015047925,"about_ca_topic_score_gemma":0.0028352311,"teacher_disagreement_score":0.018404933,"about_ca_system_score_codex":0.0019690401,"about_ca_system_score_gemma":0.0057021077,"threshold_uncertainty_score":0.09288579},"labels":[],"label_agreement":null},{"id":"W6955312222","doi":"10.58067/pytp-3m92","title":"Woodland Supply Information System Project Selection","year":2023,"lang":"en","type":"article","venue":"Conestoga College Repository","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Woodland; Work (physics); Information system; Selection (genetic algorithm); Strategic planning","score_opus":0.0104388013089891,"score_gpt":0.21040015129799955,"score_spread":0.19996134998901044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6955312222","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03798036,0.0013445521,0.017683128,0.008386275,0.005583795,0.04357242,0.07053928,0.0038731599,0.81103706],"genre_scores_gemma":[0.044909034,0.0013479465,0.0212858,0.002092714,0.00068764976,0.035580922,0.047510456,0.0014978705,0.84508765],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972155,0.0004517141,0.000207742,0.0003149349,0.0012485674,0.0005614846],"domain_scores_gemma":[0.9917312,0.0003514674,0.00023993588,0.00037913458,0.00404149,0.0032567747],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034138106,0.0008997443,0.00061899796,0.0038593614,0.0022372038,0.004030707,0.0010664591,0.0009416577,0.37228724],"category_scores_gemma":[0.006564045,0.0006529304,0.00046470336,0.0028396323,0.00038881172,0.0015883022,0.0024602998,0.0011505027,0.17751168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027227035,0.00021208219,0.0019446312,0.00041348382,0.0000056756185,0.00027116545,0.00029119977,0.0001508145,0.001137197,0.0022461568,0.87559545,0.117459916],"study_design_scores_gemma":[0.00008237964,0.00020878807,0.0050600492,0.00025589202,0.000004528207,0.00011366049,0.00063758186,0.00029110714,0.0008733089,0.00061236933,0.991846,0.000014304574],"about_ca_topic_score_codex":0.0018547518,"about_ca_topic_score_gemma":0.008934056,"teacher_disagreement_score":0.37228724,"about_ca_system_score_codex":0.001530474,"about_ca_system_score_gemma":0.006050524,"threshold_uncertainty_score":0.89535606},"labels":[],"label_agreement":null},{"id":"W6955422532","doi":"10.58067/8axm-8s68","title":"Mise en œuvre d’un système d’accessibilité en ligne à l’International Business and Technology Academy","year":2024,"lang":"fr","type":"article","venue":"Conestoga College Repository","topic":"Post-Soviet Geopolitical Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College; University of Waterloo","funders":"","keywords":"Service (business); Population; Government (linguistics); Information technology","score_opus":0.007400814190197751,"score_gpt":0.2702612306649266,"score_spread":0.26286041647472885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6955422532","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2547083,0.0038230268,0.028332096,0.12846652,0.0016408705,0.0002807359,0.00081138464,0.0010578304,0.58087933],"genre_scores_gemma":[0.8526631,0.0022236467,0.012762809,0.0023315735,0.00036030807,0.00022043075,0.00047544207,0.00032430416,0.1286383],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98942953,0.0033488679,0.00059845095,0.0011010164,0.0039681955,0.0015539264],"domain_scores_gemma":[0.98989713,0.0026673644,0.00093815726,0.0017003871,0.002756313,0.0020406728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0117323045,0.00041477574,0.00040979905,0.0027109138,0.009296252,0.0227835,0.0012461588,0.0022418043,0.0256597],"category_scores_gemma":[0.02055204,0.00057593285,0.0006226974,0.0034626615,0.0068988875,0.01037215,0.0072894534,0.0039966735,0.004156789],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002719896,0.00026117798,0.03567013,0.00038034545,0.00007293352,0.0006816904,0.08495258,0.0015179414,0.0031585437,0.59525025,0.072104655,0.2056777],"study_design_scores_gemma":[0.00003867866,0.00023841382,0.028863918,0.00048093396,0.000036114005,0.00024967617,0.028387815,0.001266731,0.0020295307,0.029382579,0.9089345,0.00009109562],"about_ca_topic_score_codex":0.051605415,"about_ca_topic_score_gemma":0.034322377,"teacher_disagreement_score":0.051605415,"about_ca_system_score_codex":0.015246688,"about_ca_system_score_gemma":0.022749336,"threshold_uncertainty_score":0.110623},"labels":[],"label_agreement":null},{"id":"W6955627473","doi":"10.58067/yqye-cj47","title":"L’embauche en ligne dans le secteur de la haute technologie est-elle meilleure?","year":2024,"lang":"fr","type":"article","venue":"Conestoga College Repository","topic":"Educational Technology and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Ligne; Service (business); Work safety; Service provider","score_opus":0.009639339808416846,"score_gpt":0.251698602572757,"score_spread":0.24205926276434014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6955627473","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13083877,0.007825174,0.043387964,0.0899896,0.0034198735,0.00012377222,0.00029909422,0.0012119255,0.7229038],"genre_scores_gemma":[0.5523487,0.003724467,0.020566067,0.006680576,0.0005064048,0.000084183106,0.00027055194,0.0008366627,0.41498244],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9967619,0.0013975977,0.00010069543,0.0005029042,0.0007376157,0.000499205],"domain_scores_gemma":[0.9951439,0.0010490913,0.00046162133,0.00093477214,0.0010326145,0.0013781112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003871906,0.0003366659,0.00031966803,0.0010874175,0.006889543,0.0136036575,0.0009706879,0.0018713946,0.05008123],"category_scores_gemma":[0.0074745617,0.00032702263,0.0003340747,0.001719554,0.0044782455,0.010189602,0.004681945,0.0034803303,0.01034565],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018861172,0.00020337522,0.01519669,0.00036099195,0.000033811702,0.0010127233,0.12027758,0.00047485807,0.003978745,0.41339517,0.081469156,0.3634083],"study_design_scores_gemma":[0.0000070399783,0.000076087184,0.0058328197,0.0004118883,0.000012346806,0.00029216864,0.032999653,0.00018668271,0.0009720193,0.026206546,0.93296653,0.000036232363],"about_ca_topic_score_codex":0.01610261,"about_ca_topic_score_gemma":0.037524268,"teacher_disagreement_score":0.05008123,"about_ca_system_score_codex":0.0047118193,"about_ca_system_score_gemma":0.006771095,"threshold_uncertainty_score":0.1675384},"labels":[],"label_agreement":null},{"id":"W6973823927","doi":"10.58067/vmnm-3y35","title":"Implementation of an Accessibility Online System at the International Business and Technology Academy","year":2023,"lang":"en","type":"article","venue":"Conestoga College Repository","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Work (physics); Accommodation; International business; Order (exchange); Business model; Project management","score_opus":0.0276592519908544,"score_gpt":0.3529230753924536,"score_spread":0.3252638234015992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6973823927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7951747,0.0005073668,0.0049982006,0.0485094,0.000621165,0.00033955998,0.000182402,0.00024347079,0.14942373],"genre_scores_gemma":[0.9570555,0.00094387727,0.0037798071,0.0061452696,0.00020537377,0.00023340667,0.00010608802,0.00009802662,0.031432573],"study_design_codex":"case_report","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951367,0.0018161816,0.00034041065,0.00029897815,0.0011552854,0.0012523524],"domain_scores_gemma":[0.9918902,0.0018852801,0.00081999594,0.0004977949,0.0009826082,0.0039240974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023653384,0.00039382195,0.00037618328,0.0013096044,0.014625103,0.0032077895,0.0018142107,0.0030550936,0.0117086815],"category_scores_gemma":[0.011450905,0.00030750933,0.0005991525,0.0012490543,0.0026012212,0.002411738,0.004401895,0.006401209,0.0013548428],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020386034,0.0047683422,0.09742383,0.0005380591,0.000081915416,0.32664132,0.22122324,0.0015211917,0.002093812,0.04292198,0.10312665,0.19945581],"study_design_scores_gemma":[0.00006548688,0.0018601955,0.06686688,0.0014823821,0.000107974134,0.2410725,0.36031446,0.0036347404,0.0043843295,0.010503725,0.30947033,0.00023695153],"about_ca_topic_score_codex":0.016354874,"about_ca_topic_score_gemma":0.03227953,"teacher_disagreement_score":0.016354874,"about_ca_system_score_codex":0.004700676,"about_ca_system_score_gemma":0.007949632,"threshold_uncertainty_score":0.03916943},"labels":[],"label_agreement":null},{"id":"W7114896794","doi":"10.58067/gt9w-6338","title":"Dental & Wellness Office Administration, 3rd edition","year":2025,"lang":"en","type":"book","venue":"Conestoga College Repository","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Conestoga College","funders":"","keywords":"Office management; Office administration; Administration (probate law); Dental Assistant; MEDLINE","score_opus":0.013099978053190943,"score_gpt":0.28659437987881725,"score_spread":0.2734944018256263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7114896794","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007458254,0.004382857,0.0020776999,0.0013466165,0.002437366,0.00013254945,0.0032770785,0.0020459162,0.9835541],"genre_scores_gemma":[0.0009327333,0.0011649263,0.00069885276,0.0002372327,0.00008989288,0.000031078478,0.0008773271,0.00020666364,0.99576133],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996754,0.000011507042,0.000011409611,0.00002806886,0.00025027405,0.000023384406],"domain_scores_gemma":[0.9994253,0.000056865854,0.000028159231,0.000047324178,0.00034760986,0.00009474538],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025681514,0.0007455809,0.0004743659,0.001110231,0.001146219,0.0026432073,0.0006378274,0.0006182902,0.31059852],"category_scores_gemma":[0.001105465,0.00050859165,0.0002803232,0.0012033066,0.00030065363,0.001314598,0.0008103645,0.0014712751,0.23475659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005373334,0.000017866194,0.000046691704,0.00005454499,2.922494e-7,0.000012578209,0.000042500513,0.000038203303,0.00017964633,0.0014943889,0.9408062,0.05730185],"study_design_scores_gemma":[0.0000015195053,0.000006376014,0.0002747593,0.00003512347,3.7913077e-7,0.000032045526,0.0000207123,0.000021936192,0.000042371885,0.0002783337,0.99928457,0.0000018787952],"about_ca_topic_score_codex":0.025345366,"about_ca_topic_score_gemma":0.09443608,"teacher_disagreement_score":0.31059852,"about_ca_system_score_codex":0.0016780267,"about_ca_system_score_gemma":0.004445241,"threshold_uncertainty_score":0.98334754},"labels":[],"label_agreement":null},{"id":"W7114916523","doi":"10.58067/d77e-5978","title":"Understanding Business","year":2025,"lang":"en","type":"book","venue":"Conestoga College Repository","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"","score_opus":0.04651234457090026,"score_gpt":0.2114619214019819,"score_spread":0.16494957683108163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7114916523","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011031776,0.00528064,0.002794471,0.012450414,0.0003421336,0.000009294976,0.000059288628,0.000049628103,0.97791094],"genre_scores_gemma":[0.12267321,0.01459867,0.0026535494,0.0053859716,0.00065421214,0.00007101802,0.00026836267,0.00015443757,0.8535405],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993118,0.00024505478,0.000013933968,0.000104019346,0.00023696208,0.00008820441],"domain_scores_gemma":[0.999496,0.00020228105,0.00002834501,0.00009068595,0.00009884874,0.00008377743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008241412,0.0006760043,0.00039307837,0.0013396415,0.0028758093,0.011722665,0.00066457456,0.002221772,0.045367472],"category_scores_gemma":[0.0018699194,0.00032412022,0.00031559935,0.0017919965,0.006426952,0.011954552,0.002537098,0.0031806645,0.011097465],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030553103,0.000013068024,0.000118998134,0.000022994007,0.0000016765015,0.000026624772,0.0020994588,0.000105966086,0.000046301673,0.91236186,0.061257552,0.023942446],"study_design_scores_gemma":[0.0000015420909,0.000003329595,0.00020325338,0.00011967045,0.0000022749475,0.000035034285,0.0025782222,0.00016068811,0.000044033703,0.33087134,0.66597694,0.0000036935269],"about_ca_topic_score_codex":0.015563522,"about_ca_topic_score_gemma":0.020614643,"teacher_disagreement_score":0.045367472,"about_ca_system_score_codex":0.004725415,"about_ca_system_score_gemma":0.0039916392,"threshold_uncertainty_score":0.15176934},"labels":[],"label_agreement":null}]}