{"meta":{"query_hash":"ff105ab33a6b","filters":{"venue":"Bioethics Update"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/ff105ab33a6b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Bioethics+Update"},"results":[{"id":"W2218499355","doi":"10.1016/j.bioet.2015.12.003","title":"The barriers to climate awareness","year":2015,"lang":"en","type":"article","venue":"Bioethics Update","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Svenska Forskningsrådet Formas","keywords":"Acknowledgement; Environmental ethics; Sustainability; Climate change; Cognition; Psychology; Political science; Sociology; Social psychology; Ecology; Computer science","score_opus":0.07385587490071155,"score_gpt":0.3171595822667629,"score_spread":0.24330370736605134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2218499355","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":[0.096396856,0.016686618,0.024618277,0.52762276,0.0018517113,0.0001073875,0.000081919316,0.00011798384,0.3325165],"genre_scores_gemma":[0.96476793,0.004394891,0.0028827419,0.021640936,0.00053929095,0.00014016246,0.00002553987,0.000050589686,0.0055579604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97642696,0.013466031,0.000885508,0.0013125188,0.0058379886,0.0020709361],"domain_scores_gemma":[0.93904465,0.044150725,0.004030146,0.003422442,0.006686536,0.0026654715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015897393,0.00028598245,0.0004798913,0.0011159383,0.0041207504,0.009558347,0.001651125,0.006210314,0.0052829375],"category_scores_gemma":[0.040699676,0.00040044842,0.00043820764,0.0006956132,0.027621314,0.008967261,0.011440428,0.010822338,0.00054677005],"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":[0.000026772357,0.000062734434,0.0026480232,0.00031983745,0.000020573547,0.00022396668,0.022164922,0.00041440557,0.0006279289,0.92895526,0.012824226,0.031711366],"study_design_scores_gemma":[0.000019699688,0.00006329387,0.0038315393,0.0014815549,0.000027976668,0.0006198244,0.02774447,0.00063712324,0.0008041965,0.63614553,0.3285668,0.00005803505],"about_ca_topic_score_codex":0.004135468,"about_ca_topic_score_gemma":0.0027201455,"teacher_disagreement_score":0.015897393,"about_ca_system_score_codex":0.0035505637,"about_ca_system_score_gemma":0.006287065,"threshold_uncertainty_score":0.08407444},"labels":[],"label_agreement":null},{"id":"W4200033131","doi":"10.24875/bup.21000006","title":"Epistemic injustice concerning racialized patients","year":2021,"lang":"en","type":"article","venue":"Bioethics Update","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Injustice; Epistemology; Sociology; Philosophy; Environmental ethics; Political science; Law","score_opus":0.1030255830319355,"score_gpt":0.40745140334482854,"score_spread":0.30442582031289306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200033131","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":[0.15973894,0.022476366,0.007114142,0.7239764,0.0027025244,0.00005232524,0.00002687699,0.000058586902,0.0838538],"genre_scores_gemma":[0.885681,0.010277654,0.0020667093,0.096576564,0.001669666,0.000043849523,0.000013770889,0.000021658638,0.0036490792],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98411185,0.012307023,0.0004976261,0.00053333765,0.0016747458,0.0008752916],"domain_scores_gemma":[0.9532041,0.03528149,0.0051866556,0.0022386946,0.0024515253,0.0016375625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019922884,0.00022944195,0.00042576523,0.0006464247,0.005987092,0.005091889,0.0011956459,0.0071233604,0.0026512912],"category_scores_gemma":[0.076739736,0.00018629307,0.00048182718,0.00038898204,0.019193472,0.004259733,0.009205986,0.013122037,0.00035125186],"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":[0.00017419731,0.00018119719,0.019075893,0.00071191654,0.00015724289,0.0066334447,0.26074678,0.0006754402,0.0026612035,0.39935878,0.046210837,0.26341307],"study_design_scores_gemma":[0.00008849489,0.00035802787,0.013813654,0.0053031985,0.00021682687,0.021006405,0.1509593,0.0012892887,0.0053611537,0.42995343,0.37146443,0.00018593647],"about_ca_topic_score_codex":0.002887381,"about_ca_topic_score_gemma":0.00368417,"teacher_disagreement_score":0.019922884,"about_ca_system_score_codex":0.0028764273,"about_ca_system_score_gemma":0.0044389754,"threshold_uncertainty_score":0.10536355},"labels":[],"label_agreement":null},{"id":"W4414536175","doi":"10.24875/bup.25000016","title":"Agazzi: ontología desde la epistemología","year":2025,"lang":"es","type":"article","venue":"Bioethics Update","topic":"Renaissance and Early Modern Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Context (archaeology); Period (music)","score_opus":0.05935005858049763,"score_gpt":0.332396528112045,"score_spread":0.2730464695315474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414536175","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":[0.025088971,0.09438374,0.06751654,0.39192867,0.005876528,0.00016013517,0.00024450253,0.00036366846,0.41443717],"genre_scores_gemma":[0.7510847,0.07142219,0.044774897,0.043762207,0.0072050467,0.00063272606,0.00028407635,0.00047039226,0.080363855],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.989176,0.0067278934,0.00041537965,0.0010703504,0.002158599,0.00045167367],"domain_scores_gemma":[0.98285484,0.011923654,0.0009958353,0.0017426916,0.0019536195,0.0005293602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0111811785,0.0008473384,0.0006992535,0.0045810817,0.0061246185,0.0137966825,0.0018265878,0.0062584,0.0065428196],"category_scores_gemma":[0.016753593,0.00053405593,0.0009288986,0.0033252824,0.04929377,0.019004466,0.008257287,0.011668205,0.001516776],"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":[0.000012870384,0.0000067728565,0.00029552547,0.00012296271,0.000006114857,0.000114104856,0.0063745845,0.000089057205,0.0001120307,0.9775399,0.0070202127,0.008305863],"study_design_scores_gemma":[0.000013086252,0.000017303399,0.0010991036,0.0007588712,0.00002172279,0.00041973748,0.004514794,0.00031938063,0.00043363168,0.72723436,0.26513708,0.000030791096],"about_ca_topic_score_codex":0.0067044473,"about_ca_topic_score_gemma":0.0065146126,"teacher_disagreement_score":0.0137966825,"about_ca_system_score_codex":0.00952052,"about_ca_system_score_gemma":0.009687634,"threshold_uncertainty_score":0.06907648},"labels":[],"label_agreement":null}]}