{"id":"W4402895095","doi":"10.1080/17588928.2024.2405187","title":"Imposing vs finding unity","year":2024,"lang":"en","type":"article","venue":"Cognitive Neuroscience","topic":"Critical Realism in Sociology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University","funders":"Canada Research Chairs","keywords":"Psychology; Psychoanalysis; Cognitive psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006994009,0.0006535997,0.0009793652,0.001507166,0.006225876,0.00814411,0.002206333,0.005011404,0.01238792],"category_scores_gemma":[0.01532635,0.0003633953,0.001161491,0.00107536,0.0455157,0.01275061,0.009267177,0.007186364,0.001646996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004032369,"about_ca_system_score_gemma":0.003548022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00310058,"about_ca_topic_score_gemma":0.002218996,"domain_scores_codex":[0.9916314,0.003548895,0.0003534858,0.002074526,0.001616624,0.0007750031],"domain_scores_gemma":[0.9946391,0.002276198,0.0003944892,0.00177714,0.0005610834,0.0003520298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002545928,0.000001708199,0.00003471718,0.000009112809,0.000001631495,0.00001392934,0.0004267787,0.00006577379,0.00003757333,0.9983045,0.0002796254,0.0008222206],"study_design_scores_gemma":[0.000004692823,0.000003971756,0.00004976139,0.00002077375,0.000004462244,0.00002554145,0.0003634228,0.0002010215,0.0000937333,0.9904498,0.00877905,0.000003775571],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03830262,0.001473662,0.1434815,0.03100469,0.0007788403,0.00009719707,0.0001507264,0.0002391835,0.7844716],"genre_scores_gemma":[0.9627811,0.0005881729,0.01453371,0.002450564,0.0003464239,0.000121887,0.0001194577,0.0001812283,0.0188775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01238792,"threshold_uncertainty_score":0.04144174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101883582936517,"score_gpt":0.4544596851829442,"score_spread":0.3525761022464272,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}