{"meta":{"query_hash":"b2f47979649f","filters":{"venue":"Open Psychology"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/b2f47979649f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Open+Psychology"},"results":[{"id":"W2890521639","doi":"10.1515/psych-2018-0003","title":"Perceived Healthiness of Breakfasts in Women with Overweight or Obesity Match Expert Recommendations","year":2018,"lang":"en","type":"article","venue":"Open Psychology","topic":"Obesity, Physical Activity, Diet","field":"Medicine","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":"McGill University","funders":"","keywords":"Medicine; Overweight; Obesity; Perception; Environmental health; Psychology","score_opus":0.04251267757793121,"score_gpt":0.40121597112250684,"score_spread":0.35870329354457564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890521639","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":[0.96977043,0.00000618734,0.000028818467,0.009576253,0.00020324823,0.0006497646,0.000013302134,0.000021530115,0.01973047],"genre_scores_gemma":[0.99169964,0.00003946404,0.0020081415,0.004955864,0.00016028316,0.000100086436,0.000014590202,0.000026333177,0.0009955806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858874,0.0001616752,0.00029691312,0.0004398913,0.00014584888,0.00036695818],"domain_scores_gemma":[0.9988915,0.00009308293,0.00013163255,0.0005728096,0.00014496972,0.0001660033],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026674266,0.00016363387,0.00057988026,0.00010597369,0.000068495894,0.00001466783,0.0003342827,0.00011655056,0.0027151941],"category_scores_gemma":[0.0000341699,0.00011796202,0.000024063442,0.00042651192,0.0002440992,0.0002133318,0.0001748767,0.00023259954,0.00012075979],"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":[0.025220266,0.09240633,0.68665713,0.0004222449,0.0004746742,0.0002495591,0.031770676,6.401526e-7,0.01941394,0.0018949797,0.08638806,0.055101465],"study_design_scores_gemma":[0.003500828,0.0027333992,0.98455924,0.00014586591,0.000010166199,0.000071181144,0.00045511013,0.000009105813,0.00036699962,0.000938138,0.0070676743,0.00014230107],"about_ca_topic_score_codex":0.0010675575,"about_ca_topic_score_gemma":0.0013886408,"teacher_disagreement_score":0.29790208,"about_ca_system_score_codex":0.00012764992,"about_ca_system_score_gemma":0.00012211966,"threshold_uncertainty_score":0.9981965},"labels":[],"label_agreement":null},{"id":"W2959672020","doi":"10.1515/psych-2018-0018","title":"How Moving Together Binds Us Together: The Social Consequences of Interpersonal Entrainment and Group Processes","year":2019,"lang":"en","type":"article","venue":"Open Psychology","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":96,"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 de Montréal","funders":"","keywords":"Entrainment (biomusicology); Social psychology; Interpersonal communication; Interdependence; Individuation; Social identity theory; Social group; Ideology; Salient; Social relation; Psychology; Collective identity; Sociology; Political science; Politics; Social science; Psychoanalysis; Aesthetics","score_opus":0.04094231128811022,"score_gpt":0.3772383986899422,"score_spread":0.336296087401832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2959672020","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":[0.82474065,0.0003067644,0.00004604632,0.03615357,0.0009654443,0.0005529861,0.000011275528,0.000017831777,0.13720544],"genre_scores_gemma":[0.99204755,0.00017468965,0.00012273708,0.005156466,0.00023813942,0.000054966862,0.0000024543626,0.000012610916,0.0021903836],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837315,0.00047075658,0.00020644841,0.0003772371,0.0002113329,0.00036110057],"domain_scores_gemma":[0.9992963,0.00020838766,0.00019798928,0.00015721844,0.00008375541,0.00005636386],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00085542584,0.00013640116,0.00028665035,0.00004362481,0.00037292985,0.00016899679,0.00089011167,0.00020211643,0.0012608039],"category_scores_gemma":[0.00011035056,0.00009853424,0.000060796447,0.00023429333,0.0017500038,0.00024635522,0.0001509104,0.00018825228,0.000028327522],"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":[0.00086860696,0.0007187887,0.23480904,0.00009634023,0.00050970784,0.000016078768,0.35914135,1.34756e-7,0.066950135,0.21966228,0.02195672,0.09527083],"study_design_scores_gemma":[0.0028483693,0.0012396207,0.06038695,0.000105366664,0.000065632004,0.00003894816,0.18708594,0.0000024431786,0.0007671797,0.03293791,0.7138388,0.00068284385],"about_ca_topic_score_codex":0.0012300139,"about_ca_topic_score_gemma":0.0013414294,"teacher_disagreement_score":0.6918821,"about_ca_system_score_codex":0.000033324322,"about_ca_system_score_gemma":0.00009183994,"threshold_uncertainty_score":0.9996522},"labels":[],"label_agreement":null},{"id":"W3008746056","doi":"10.1515/psych-2020-0003","title":"Lessons Learned from an ACT-Based Physician-Delivered Weight Loss Intervention: A Pilot RCT Demonstrates Limits to Feasibility","year":2020,"lang":"en","type":"article","venue":"Open Psychology","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Attrition; Psychological intervention; Intervention (counseling); Randomized controlled trial; Weight loss; Medicine; Weight management; Family medicine; Physical therapy; Nursing; Obesity","score_opus":0.2198759568949429,"score_gpt":0.46298602411854195,"score_spread":0.24311006722359904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008746056","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":[0.93674546,0.00012419264,0.0013701192,0.040950753,0.0007718101,0.0009686437,0.00020119177,0.00015210322,0.018715745],"genre_scores_gemma":[0.97954476,0.0000067027304,0.0019403327,0.017469754,0.0002113311,0.0001720922,0.00024480544,0.000061851366,0.0003483692],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996375,0.0008903973,0.00053784746,0.0014827187,0.0001672933,0.0005467093],"domain_scores_gemma":[0.9980503,0.00016537307,0.0002279993,0.0010547567,0.00010492122,0.00039667697],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00035474505,0.0003566632,0.0005703036,0.0000720073,0.00018641022,0.0001483278,0.0014452193,0.00024462512,0.006154367],"category_scores_gemma":[0.00007482313,0.00035656602,0.00017988094,0.00045376146,0.00018298028,0.00021808551,0.00016694765,0.00048959005,0.0020264445],"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":[0.013391401,0.02131741,0.42558536,0.000039341012,0.00049687654,0.00037008192,0.006716403,0.000040659463,0.03776782,0.0030525082,0.092625,0.39859715],"study_design_scores_gemma":[0.017320547,0.015467748,0.930641,0.00014191539,0.0002816583,0.000011665307,0.002195286,0.00013539598,0.0012399202,0.006757906,0.02428706,0.0015198925],"about_ca_topic_score_codex":0.0011814922,"about_ca_topic_score_gemma":0.0008042158,"teacher_disagreement_score":0.50505567,"about_ca_system_score_codex":0.00003926705,"about_ca_system_score_gemma":0.0000559439,"threshold_uncertainty_score":0.99988866},"labels":[],"label_agreement":null},{"id":"W4232560505","doi":"10.1515/psych-2020-0114","title":"The neural basis of creative production: A cross-modal ALE meta-analysis","year":2021,"lang":"en","type":"article","venue":"Open Psychology","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Creativity; Task (project management); Generality; Psychology; Cognitive psychology; Meta-analysis; Domain (mathematical analysis); Cognitive science; Social psychology; Engineering","score_opus":0.2460502092838551,"score_gpt":0.5312687908228036,"score_spread":0.2852185815389485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232560505","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":[0.5513881,0.0017250894,0.00036279744,0.064489715,0.0050881677,0.00078488153,0.000091968635,0.00004025369,0.37602907],"genre_scores_gemma":[0.897517,0.000036580328,0.00026862443,0.002021729,0.00007746294,0.0002260099,0.000011287191,0.000011902289,0.09982936],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9974671,0.000859136,0.0004139627,0.00078224245,0.00018670615,0.000290861],"domain_scores_gemma":[0.9976024,0.00036569804,0.00026632522,0.0013931369,0.00029729502,0.000075158016],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00081493176,0.00015160919,0.00058224006,0.00010360349,0.0003498335,0.00014024625,0.00085462554,0.00008109802,0.016513478],"category_scores_gemma":[0.0003745938,0.00010648201,0.00048927794,0.0016677048,0.00069753296,0.00016333071,0.00017504135,0.00019708843,0.0001425849],"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":[0.002555144,0.012401972,0.17861958,0.000030794716,0.21291734,0.00028926515,0.03403743,0.0005590041,0.025620155,0.11517275,0.37370747,0.04408908],"study_design_scores_gemma":[0.0011146618,0.00038875476,0.7740035,0.0000015395196,0.032243475,0.00042050646,0.0043687415,0.0000363073,0.010553864,0.0020416651,0.17434467,0.00048228886],"about_ca_topic_score_codex":0.00019473172,"about_ca_topic_score_gemma":0.00029231075,"teacher_disagreement_score":0.59538394,"about_ca_system_score_codex":0.000012887609,"about_ca_system_score_gemma":0.000072034185,"threshold_uncertainty_score":0.98438555},"labels":[],"label_agreement":null},{"id":"W4375932700","doi":"10.1515/psych-2022-0133","title":"Toward a New Science of the Clinical Uses of the Arts","year":2023,"lang":"en","type":"article","venue":"Open Psychology","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"University of Haifa; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Universiteit van Amsterdam; Emory University","keywords":"The arts; Variety (cybernetics); Art therapy; Psychology; Computer science; Epistemology; Psychotherapist; Art; Visual arts; Philosophy; Artificial intelligence","score_opus":0.48445270320185074,"score_gpt":0.5237308670241203,"score_spread":0.03927816382226956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375932700","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":[0.7915488,0.00003851342,0.000001808622,0.01230113,0.003066271,0.00037268992,0.0000108736,0.000009644372,0.19265029],"genre_scores_gemma":[0.98401135,0.00004913228,0.000020394127,0.0031886327,0.00012848021,0.0000042150623,3.4404113e-7,0.000004303829,0.0125931725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992908,0.00008222107,0.00024092686,0.0001367577,0.00011016584,0.00013910388],"domain_scores_gemma":[0.9993954,0.00006105881,0.00012249281,0.00035759588,0.000029541283,0.00003391557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006887541,0.000043106298,0.0001260437,0.000022709084,0.00024296479,0.00001808132,0.00093747035,0.00002191731,0.0008126184],"category_scores_gemma":[0.000029775241,0.000021408596,0.00006112306,0.00011310603,0.0012813242,0.00007801907,0.00029681122,0.00008538838,0.00006255943],"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":[0.00018905732,0.00028319663,0.008274492,0.00002393442,0.000029782981,0.000001106781,0.048380185,0.0000013736171,0.0009254265,0.6501167,0.24470592,0.047068823],"study_design_scores_gemma":[0.00065824325,0.0002800385,0.06770556,0.000054044132,0.000008330194,0.0000039138263,0.002108847,0.0000029976848,0.000868838,0.026399076,0.90184826,0.00006187765],"about_ca_topic_score_codex":0.0003017331,"about_ca_topic_score_gemma":0.00053912046,"teacher_disagreement_score":0.65714234,"about_ca_system_score_codex":0.000005089374,"about_ca_system_score_gemma":0.00015557566,"threshold_uncertainty_score":0.8897602},"labels":[],"label_agreement":null}]}