{"meta":{"query_hash":"00b34ebf6555","filters":{"venue":"Computers in Human Behavior Artificial Humans"},"cohort_total":12,"direct_labels_cover":0,"predictions_cover":12,"exported":12,"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/00b34ebf6555","api":"https://metacan.xera.ac/api/v1/cohort?venue=Computers+in+Human+Behavior+Artificial+Humans"},"results":[{"id":"W4387643322","doi":"10.1016/j.chbah.2023.100022","title":"ChatGPT in education: Methods, potentials, and limitations","year":2023,"lang":"en","type":"article","venue":"Computers in Human Behavior Artificial Humans","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":226,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Scrutiny; Accountability; Deception; Engineering ethics; Psychology; Computer science; Political science; Social psychology; Engineering","score_opus":0.31547811996753355,"score_gpt":0.5037886804023073,"score_spread":0.18831056043477373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387643322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946002,0.00018245025,0.0006946752,0.0014465975,0.0016095312,0.0007944855,0.0000018628741,0.00012993826,0.0005402833],"genre_scores_gemma":[0.9937597,0.0001139052,0.0047513223,0.00028928462,0.00042513473,0.0002774856,0.00011525876,0.000028428836,0.00023950415],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981688,0.00015567255,0.0007110646,0.00042879203,0.00017263296,0.00036300044],"domain_scores_gemma":[0.99910396,0.00024476694,0.00008421444,0.00031294508,0.00010975733,0.000144381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006594846,0.00016332093,0.00029154847,0.0009249322,0.00024001772,0.00006549466,0.00011425122,0.00013582312,0.000058745725],"category_scores_gemma":[0.00012885944,0.0001868347,0.000061227205,0.0008194066,0.00014925898,0.00014225265,0.00005814228,0.00031260034,0.000067544875],"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":[0.00002797068,0.0009897366,0.08230272,0.00009355864,0.0000066420807,0.000066080225,0.0150018735,0.00005852468,0.0075991508,0.013776042,0.0012639804,0.87881374],"study_design_scores_gemma":[0.00017929019,0.00036636918,0.94211155,0.00045051816,0.00009543,0.00004016922,0.012725127,0.0017401618,0.004285553,0.03394921,0.0035440538,0.0005125503],"about_ca_topic_score_codex":0.0005939189,"about_ca_topic_score_gemma":0.0016540097,"teacher_disagreement_score":0.87830114,"about_ca_system_score_codex":0.00016082074,"about_ca_system_score_gemma":0.00020362617,"threshold_uncertainty_score":0.7618898},"labels":[],"label_agreement":null},{"id":"W4390393512","doi":"10.1016/j.chbah.2023.100040","title":"A review of assessment for learning with artificial intelligence","year":2023,"lang":"en","type":"review","venue":"Computers in Human Behavior Artificial Humans","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Scopus; Web of science; Artificial intelligence; Field (mathematics); Work (physics); Applications of artificial intelligence; Computer science; Engineering ethics; Engineering; Political science; MEDLINE","score_opus":0.27226750927799603,"score_gpt":0.506271922895003,"score_spread":0.23400441361700697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390393512","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015095573,0.9829538,0.005298186,0.00005842577,0.0015118198,0.008208286,0.000043957785,0.00030377266,0.0014708005],"genre_scores_gemma":[0.00014578493,0.99518245,0.0019544044,0.000025576559,0.00069184817,0.0014100464,0.00023294188,0.00010980896,0.00024710502],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952496,0.00062200386,0.0018377278,0.00079522893,0.0007889637,0.00070644665],"domain_scores_gemma":[0.9975499,0.00065029203,0.001004381,0.00043097796,0.0002388236,0.00012562114],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023936892,0.0005248553,0.002159167,0.0005799917,0.00079488335,0.00018220406,0.0011053679,0.00029534067,0.00016249563],"category_scores_gemma":[0.00007889474,0.0004935153,0.0006631285,0.0011300684,0.0005551526,0.00014279639,0.00019926428,0.0007311286,0.000028886328],"study_design_candidate":"design_other","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":[0.000006828664,0.0004982075,0.00013565496,0.034893434,0.00008868043,0.000036512898,0.002471736,0.000007772732,0.0000011271089,0.073598646,0.00042049077,0.8878409],"study_design_scores_gemma":[0.00016258366,0.0008977276,0.000102332604,0.274951,0.0029794236,0.000002553428,0.0037439207,0.00003345118,0.00000153026,0.0038522899,0.7114352,0.0018379951],"about_ca_topic_score_codex":0.00021188137,"about_ca_topic_score_gemma":0.0015161176,"teacher_disagreement_score":0.8860029,"about_ca_system_score_codex":0.000462492,"about_ca_system_score_gemma":0.00060801907,"threshold_uncertainty_score":0.9997516},"labels":[],"label_agreement":null},{"id":"W4391723017","doi":"10.1016/j.chbah.2024.100053","title":"Human-in-the-loop in artificial intelligence in education: A review and entity-relationship (ER) analysis","year":2024,"lang":"en","type":"review","venue":"Computers in Human Behavior Artificial Humans","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Loop (graph theory); Human-in-the-loop; Artificial intelligence; Psychology; Computer science; Cognitive science; Mathematics","score_opus":0.1274868175401965,"score_gpt":0.433046835838438,"score_spread":0.30556001829824153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391723017","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030895951,0.9918996,0.0019078405,0.0005558613,0.0006807207,0.0016348909,0.000010115892,0.000098200464,0.00012317311],"genre_scores_gemma":[0.054036975,0.9406301,0.0025349674,0.0003597401,0.00064647506,0.0009658677,0.00035002918,0.000109484354,0.00036636463],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9941261,0.0010108722,0.0024633943,0.0013647599,0.0004675069,0.00056738214],"domain_scores_gemma":[0.9979394,0.00027895469,0.00043237454,0.0011909546,0.000064131986,0.00009417382],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022244917,0.0006222746,0.0019588731,0.0036885664,0.0002482194,0.00073663314,0.002010027,0.00031848316,0.000027289489],"category_scores_gemma":[0.000069271846,0.0005731299,0.0005310939,0.0065823393,0.00020563007,0.00030172884,0.00044403365,0.0020646777,0.00005072821],"study_design_candidate":"design_other","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":[7.841701e-7,0.0016226982,0.0030091177,0.008588013,0.00006170616,0.00040624046,0.00281913,0.00023387895,3.8958436e-7,0.18173775,0.00024191178,0.8012784],"study_design_scores_gemma":[0.0008158362,0.0012482794,0.046861954,0.34282684,0.041201286,0.0003652292,0.0025925122,0.036814578,0.0000015603428,0.3425502,0.16985835,0.014863378],"about_ca_topic_score_codex":0.00028328283,"about_ca_topic_score_gemma":0.007348461,"teacher_disagreement_score":0.786415,"about_ca_system_score_codex":0.00039573672,"about_ca_system_score_gemma":0.00033005583,"threshold_uncertainty_score":0.999672},"labels":[],"label_agreement":null},{"id":"W4401302950","doi":"10.1016/j.chbah.2024.100089","title":"Integrating generative AI in data science programming: Group differences in hint requests","year":2024,"lang":"en","type":"article","venue":"Computers in Human Behavior Artificial Humans","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"British Columbia Knowledge Development Fund; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Generative grammar; Computer science; Visibility; Group (periodic table); Artificial intelligence; Generative model; Data science; Human–computer interaction","score_opus":0.09830740770571145,"score_gpt":0.38485766820369166,"score_spread":0.2865502604979802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401302950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94021577,0.00011888765,0.05681833,0.0010432479,0.0010816929,0.0003746205,0.0000042703496,0.00026658236,0.00007660102],"genre_scores_gemma":[0.97049946,0.00000484463,0.029086197,0.00009608442,0.0001952938,0.000040481933,0.00003192936,0.000018185494,0.00002751001],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.996464,0.00019034649,0.0007905396,0.0013811507,0.0005140268,0.00065992755],"domain_scores_gemma":[0.9986452,0.000111784066,0.000089776164,0.0009742095,0.000075513264,0.000103520935],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015668103,0.00029036813,0.00036927735,0.0012468763,0.0002827972,0.001603846,0.0029243862,0.000092651426,0.0000051314173],"category_scores_gemma":[0.000078572004,0.0002760358,0.000053629865,0.001984246,0.00045815026,0.0015820853,0.0011717816,0.0009661613,0.000008110122],"study_design_candidate":"simulation_or_modeling","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":[0.0000059797258,0.0014636543,0.09753855,0.000086411404,0.000009314667,0.0018567875,0.022008477,0.0005660622,0.011509693,0.47836646,0.00012924621,0.38645935],"study_design_scores_gemma":[0.00025187826,0.00027503635,0.07426325,0.0010344452,0.000014280387,0.00001502491,0.00052641093,0.90703344,0.0002138126,0.015308618,0.00033615754,0.0007276579],"about_ca_topic_score_codex":0.00042433655,"about_ca_topic_score_gemma":0.0064072157,"teacher_disagreement_score":0.9064674,"about_ca_system_score_codex":0.00032302816,"about_ca_system_score_gemma":0.00020491665,"threshold_uncertainty_score":0.9999692},"labels":[],"label_agreement":null},{"id":"W4401858982","doi":"10.1016/j.chbah.2024.100090","title":"Unleashing ChatGPT's impact in higher education: Student and faculty perspectives","year":2024,"lang":"en","type":"article","venue":"Computers in Human Behavior Artificial Humans","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Medical education; Higher education; Pedagogy; Mathematics education; Psychology; Sociology; Political science; Medicine","score_opus":0.25512318949025914,"score_gpt":0.5148759348414184,"score_spread":0.2597527453511592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401858982","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941076,0.001337589,0.00003204724,0.0013572281,0.001703493,0.00070680823,0.000004742089,0.00010704098,0.0006434587],"genre_scores_gemma":[0.9979858,0.000031762927,0.00017000975,0.0001166879,0.0010006469,0.0001375737,0.000054506705,0.000032854237,0.0004701624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99819505,0.00006806741,0.0005747082,0.0005590602,0.00024902477,0.00035408876],"domain_scores_gemma":[0.99937874,0.00006683604,0.000048870123,0.0002565663,0.000090405854,0.00015858396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002998533,0.00022266796,0.00030324096,0.00061266427,0.00017026984,0.00022828227,0.00012398038,0.00013211637,0.0004415337],"category_scores_gemma":[0.000011872938,0.00021419663,0.000097898606,0.00041775423,0.00015320828,0.00025402405,0.00005648303,0.0004912827,0.0000319343],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007762144,0.0032339303,0.6044295,0.00030090113,0.000042203446,0.00034756647,0.13454328,0.00008685605,0.0034644057,0.049504697,0.001390673,0.20257838],"study_design_scores_gemma":[0.00007966272,0.0003634456,0.97795594,0.00076402957,0.00006794883,0.00003363261,0.015605371,0.00025128358,0.0003111637,0.0035216606,0.0007246918,0.0003211706],"about_ca_topic_score_codex":0.0011046818,"about_ca_topic_score_gemma":0.00061186467,"teacher_disagreement_score":0.37352645,"about_ca_system_score_codex":0.00073765236,"about_ca_system_score_gemma":0.0002651276,"threshold_uncertainty_score":0.87346846},"labels":[],"label_agreement":null},{"id":"W4403710198","doi":"10.1016/j.chbah.2024.100095","title":"The great AI witch hunt: Reviewers’ perception and (Mis)conception of generative AI in research writing","year":2024,"lang":"en","type":"article","venue":"Computers in Human Behavior Artificial Humans","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Canada Foundation for Innovation","keywords":"Witch; Generative grammar; Perception; Psychology; Cognitive science; Art; Artificial intelligence; Computer science; Philosophy; Epistemology; Biology; Fishery","score_opus":0.24989582885256395,"score_gpt":0.5107351589894693,"score_spread":0.26083933013690536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403710198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916328,0.00057377235,0.00012472497,0.004826314,0.0005339994,0.00065382774,0.0000037903505,0.000041002495,0.001609763],"genre_scores_gemma":[0.99835765,0.0004968922,0.00009958799,0.00016472975,0.00064653816,0.00005238503,0.000006994093,0.000017269023,0.00015794553],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99698997,0.000985444,0.0005558093,0.0003758269,0.0006267391,0.0004661973],"domain_scores_gemma":[0.9989097,0.00041621778,0.000062696316,0.00018507766,0.00034124422,0.00008503468],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0055446704,0.00013453187,0.00024306955,0.00027871475,0.001682815,0.0007828718,0.00029925996,0.00019699759,0.000051742965],"category_scores_gemma":[0.00016719142,0.00012358541,0.00007977676,0.00055140496,0.0015418842,0.00050005683,0.00008791089,0.0009689928,0.000006968473],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018823996,0.00018480822,0.01226506,0.000113079535,0.000012085584,0.00005864326,0.34993762,0.000025390256,0.011574728,0.45024484,0.0018417628,0.17372318],"study_design_scores_gemma":[0.0012136009,0.001393522,0.35956854,0.0060289404,0.00018607367,0.0000057013667,0.22824438,0.0039846986,0.0007220334,0.3754352,0.021254105,0.0019631826],"about_ca_topic_score_codex":0.0031998372,"about_ca_topic_score_gemma":0.031471964,"teacher_disagreement_score":0.34730348,"about_ca_system_score_codex":0.00035253874,"about_ca_system_score_gemma":0.00015667662,"threshold_uncertainty_score":0.99961686},"labels":[],"label_agreement":null},{"id":"W4404734496","doi":"10.1016/j.chbah.2024.100107","title":"Attributions of intent and moral responsibility to AI agents","year":2024,"lang":"en","type":"article","venue":"Computers in Human Behavior Artificial Humans","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Attribution; Moral responsibility; Psychology; Social psychology; Compatibilism; Epistemology; Philosophy","score_opus":0.2626573538204592,"score_gpt":0.3927588756040545,"score_spread":0.1301015217835953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404734496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99645215,0.000017423823,0.0007298213,0.0010686746,0.0010612888,0.00036708792,0.00005044999,0.00009921918,0.00015387553],"genre_scores_gemma":[0.99910575,0.0000017848902,0.00016954634,0.00050427415,0.00006598671,0.000036403795,0.000007373869,0.000010082358,0.0000987939],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984878,0.00012182175,0.00040019603,0.00053670886,0.00020942454,0.00024408921],"domain_scores_gemma":[0.9995299,0.00007525445,0.000029217625,0.00023638605,0.000027138913,0.00010210404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027217812,0.00013378667,0.00018413576,0.00029514477,0.00016127553,0.000059182683,0.00022253706,0.000057654455,0.00009798348],"category_scores_gemma":[0.00003283181,0.0001342401,0.000072000286,0.00024460483,0.00030579066,0.00010774109,0.00017481748,0.00021696505,0.000039045724],"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":[0.00021255545,0.0023450993,0.035649043,0.000106525236,0.000011987035,0.000641186,0.0046332143,0.00032754394,0.6900362,0.23404846,0.00956333,0.022424882],"study_design_scores_gemma":[0.00042056368,0.00083907094,0.9010407,0.00035476495,0.000052966174,0.000045021552,0.000098633674,0.0014604839,0.04819696,0.045574293,0.00140629,0.00051030726],"about_ca_topic_score_codex":0.000034508543,"about_ca_topic_score_gemma":0.00006791877,"teacher_disagreement_score":0.8653916,"about_ca_system_score_codex":0.000090036054,"about_ca_system_score_gemma":0.000018868805,"threshold_uncertainty_score":0.5474152},"labels":[],"label_agreement":null},{"id":"W4406934376","doi":"10.1016/j.chbah.2025.100125","title":"Science in a troubled era: Transforming challenges into opportunities for artificial intelligence, social robots, and artificial humans research","year":2025,"lang":"en","type":"article","venue":"Computers in Human Behavior Artificial Humans","topic":"Artificial Intelligence in Healthcare and Education","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":"Université Laval","funders":"","keywords":"Robot; Artificial intelligence; Political science; Engineering ethics; Cognitive science; Computer science; Engineering; Psychology","score_opus":0.5733737733752515,"score_gpt":0.524903086853413,"score_spread":0.0484706865218385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406934376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832522,0.00033342367,0.0044375937,0.0062484737,0.001474142,0.0030839795,0.0000090966805,0.00011731779,0.001043743],"genre_scores_gemma":[0.996285,0.00021757206,0.0012381722,0.00018843972,0.0009254849,0.0009215652,0.000048324706,0.000054390548,0.00012105246],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9942074,0.00028040604,0.0019869357,0.001310256,0.0008138502,0.0014011982],"domain_scores_gemma":[0.997794,0.0004993566,0.00016862403,0.000522417,0.00074618007,0.00026943267],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0042418325,0.00046002303,0.0008646162,0.0043624677,0.0023723752,0.00036121564,0.0005982687,0.00040868507,0.000046200385],"category_scores_gemma":[0.00017028733,0.00052183104,0.0001979166,0.0019002446,0.0023145806,0.00052451587,0.00018463281,0.0011543412,0.0000075376165],"study_design_candidate":"theoretical_or_conceptual","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":[0.00045128542,0.0015125973,0.0011772655,0.00048225277,0.000014783765,0.000071230905,0.031885315,0.000053792766,0.010840522,0.42497027,0.00010315956,0.52843755],"study_design_scores_gemma":[0.0007776709,0.004243812,0.04293978,0.0029400224,0.0004210835,0.000033809272,0.24490318,0.009236355,0.0838105,0.60588336,0.002316834,0.0024936039],"about_ca_topic_score_codex":0.0010002606,"about_ca_topic_score_gemma":0.014744971,"teacher_disagreement_score":0.52594393,"about_ca_system_score_codex":0.0009450233,"about_ca_system_score_gemma":0.0013492599,"threshold_uncertainty_score":0.9997233},"labels":[],"label_agreement":null},{"id":"W4406978063","doi":"10.1016/j.chbah.2025.100124","title":"Robots as social companions for space exploration","year":2025,"lang":"en","type":"article","venue":"Computers in Human Behavior Artificial Humans","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Space (punctuation); Computer science; Robot; Human–computer interaction; Artificial intelligence","score_opus":0.07457082716535927,"score_gpt":0.39657495855691494,"score_spread":0.32200413139155565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406978063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9669941,0.00003068835,0.024526274,0.002849003,0.0014115721,0.0021796573,0.000009980334,0.00022345113,0.0017752392],"genre_scores_gemma":[0.99561065,0.0000016211895,0.002016733,0.00050684233,0.00046628772,0.00049224304,0.0001911213,0.000032499785,0.0006819793],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983313,0.000101794474,0.00048323564,0.0005062258,0.00015943954,0.00041797993],"domain_scores_gemma":[0.99923277,0.00013157916,0.000104203005,0.00032100658,0.00013355604,0.00007690133],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025189863,0.000247572,0.0005080422,0.00051654497,0.00047999792,0.00006015455,0.00019382665,0.00022678748,0.000063424006],"category_scores_gemma":[0.000038617316,0.00026721903,0.0001924862,0.00032827957,0.00022043336,0.00011094972,0.00008406392,0.0002786087,0.000033425527],"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":[0.00076513615,0.00342636,0.02936898,0.00025273414,0.000121485304,0.00019171173,0.0061663636,0.00022836268,0.24484065,0.6653601,0.028937956,0.02034016],"study_design_scores_gemma":[0.018091394,0.0062653595,0.75822765,0.0013290565,0.0020168866,0.00007221333,0.0041480614,0.0058123493,0.0832092,0.087594196,0.030280244,0.0029533675],"about_ca_topic_score_codex":0.00006929086,"about_ca_topic_score_gemma":0.0004312389,"teacher_disagreement_score":0.7288587,"about_ca_system_score_codex":0.00025582904,"about_ca_system_score_gemma":0.00009264536,"threshold_uncertainty_score":0.999978},"labels":[],"label_agreement":null},{"id":"W4408608886","doi":"10.1016/j.chbah.2025.100146","title":"Enhancing emotional support in human-robot interaction: Implementing emotion regulation mechanisms in a personal drone","year":2025,"lang":"en","type":"article","venue":"Computers in Human Behavior Artificial Humans","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":7,"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 Calgary","funders":"Israel Science Foundation","keywords":"Drone; Psychology; Emotional regulation; Applied psychology; Human–robot interaction; Robot; Emotional support; Social psychology; Human–computer interaction; Computer science; Artificial intelligence; Social support; Developmental psychology","score_opus":0.07263370906232458,"score_gpt":0.4127227342029754,"score_spread":0.3400890251406508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408608886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97060835,0.0000071296295,0.020557156,0.00020219124,0.0034523366,0.00067970745,0.0000056393837,0.00010679114,0.0043806992],"genre_scores_gemma":[0.99737746,5.080476e-7,0.0005059831,0.00019377533,0.00031359872,0.00019577761,0.00020187667,0.000032335985,0.0011787058],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99675226,0.00031347902,0.0012976787,0.0007240058,0.00030194005,0.00061065546],"domain_scores_gemma":[0.99922067,0.0001026716,0.00026901695,0.00026468854,0.00008413013,0.00005882041],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008037414,0.00029383786,0.00041356304,0.0014256223,0.00044014855,0.00014039804,0.00024911636,0.00023451677,0.0056693107],"category_scores_gemma":[0.000016761798,0.000397664,0.00016485743,0.0005910006,0.00008655885,0.00033926003,0.00012545931,0.0006988376,0.000070099646],"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":[0.00031980698,0.005546824,0.13242336,0.00011159743,0.000091526905,0.0004314045,0.07943826,0.0009994297,0.23305143,0.5067128,0.0020418952,0.038831674],"study_design_scores_gemma":[0.0021624924,0.00025316267,0.96481353,0.0005125721,0.000050300187,0.000018817826,0.012705559,0.0009636221,0.0029084925,0.014667203,0.00033002842,0.00061420834],"about_ca_topic_score_codex":0.0009754883,"about_ca_topic_score_gemma":0.014529923,"teacher_disagreement_score":0.8323902,"about_ca_system_score_codex":0.00089214253,"about_ca_system_score_gemma":0.000055559754,"threshold_uncertainty_score":0.99984753},"labels":[],"label_agreement":null},{"id":"W4412564332","doi":"10.1016/j.chbah.2025.100185","title":"Do truthfulness notifications influence perceptions of AI-generated political images? A cognitive investigation with EEG","year":2025,"lang":"en","type":"article","venue":"Computers in Human Behavior Artificial Humans","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Electroencephalography; Perception; Politics; Cognitive psychology; Cognition; Psychology; Artificial intelligence; Computer science; Social psychology; Political science; Neuroscience; Law","score_opus":0.09361065572652608,"score_gpt":0.34971851651881625,"score_spread":0.2561078607922902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412564332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99351835,0.000002625816,0.0041596806,0.00064547284,0.00024434656,0.00048266895,0.000057898294,0.00007285849,0.0008161027],"genre_scores_gemma":[0.9986406,7.2311616e-7,0.00026196754,0.0007605166,0.00003545049,0.00017214782,0.00004617475,0.000012564747,0.00006987806],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99809825,0.00020609307,0.00051403855,0.00058002945,0.00025676523,0.00034481034],"domain_scores_gemma":[0.9991855,0.00018052147,0.00010424626,0.00027738902,0.00015010269,0.000102234415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014699076,0.00019437808,0.00023762704,0.0004385977,0.00041766817,0.00007465871,0.00031655846,0.00009824285,0.0000781551],"category_scores_gemma":[0.00007464337,0.00019258559,0.00006301764,0.0006128215,0.0012327408,0.00021855556,0.000069475565,0.0003374663,0.000021108624],"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":[0.00007289275,0.0012379672,0.06951424,0.000030418832,0.000008640421,0.00004145772,0.00092021766,0.00038966606,0.6409122,0.2850005,0.00015524655,0.0017165464],"study_design_scores_gemma":[0.0006014387,0.00018599383,0.89569193,0.00025350935,0.00007296409,0.0000099655435,0.00041076375,0.00019526832,0.088336356,0.013963827,0.000008270807,0.00026972403],"about_ca_topic_score_codex":0.000080981845,"about_ca_topic_score_gemma":0.00008324749,"teacher_disagreement_score":0.82617766,"about_ca_system_score_codex":0.000097076336,"about_ca_system_score_gemma":0.000086953296,"threshold_uncertainty_score":0.78534126},"labels":[],"label_agreement":null},{"id":"W4414083004","doi":"10.1016/j.chbah.2025.100206","title":"Primatology as an integrative framework to study social robots","year":2025,"lang":"en","type":"article","venue":"Computers in Human Behavior Artificial Humans","topic":"Primate Behavior and Ecology","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":"Université Laval","funders":"Ministerio de Ciencia e Innovación","keywords":"Primatology; Robot; Human–robot interaction; Social relation; Field (mathematics); Social robot","score_opus":0.05830055760911387,"score_gpt":0.43443092953821355,"score_spread":0.3761303719290997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414083004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859666,0.000013276707,0.004142804,0.00020547575,0.0038366225,0.0019330708,0.000010653282,0.00027841917,0.0036130256],"genre_scores_gemma":[0.99643165,3.7184412e-7,0.0011138029,0.00082073954,0.00022272652,0.0010469578,0.00003704673,0.0000504324,0.00027624378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9961248,0.0006785632,0.00095283845,0.0011552032,0.00021285159,0.0008757656],"domain_scores_gemma":[0.99864554,0.00013911446,0.00014157244,0.0008098008,0.00010117901,0.00016277816],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045412447,0.0004592927,0.000808597,0.0009062636,0.00076652877,0.00012872613,0.0010540776,0.00046886544,0.0015476221],"category_scores_gemma":[0.00002815037,0.0005059542,0.00015432795,0.00066886685,0.00028262523,0.0001360063,0.00039357445,0.00085158116,0.00035679343],"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":[0.00036751587,0.014670944,0.33806685,0.0000126791365,0.00010207363,0.0012262003,0.10900746,0.000026815103,0.0021958696,0.49427092,0.002236996,0.037815657],"study_design_scores_gemma":[0.0009573449,0.0015835512,0.96391463,0.000041449923,0.00018762174,0.0000148907875,0.0107274195,0.000007917126,0.00030759073,0.021462262,0.000183197,0.0006121358],"about_ca_topic_score_codex":0.0004990612,"about_ca_topic_score_gemma":0.0029697246,"teacher_disagreement_score":0.62584776,"about_ca_system_score_codex":0.00030559287,"about_ca_system_score_gemma":0.00006758943,"threshold_uncertainty_score":0.9997392},"labels":[],"label_agreement":null}]}