{"id":"W4385311663","doi":"10.59962/9780774865906","title":"A Cooperative Disagreement","year":2022,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Cuban History and Society","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genealogy; Mathematical economics; Mathematics; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003223856,0.00009195456,0.0003525357,0.00001867898,0.001542826,0.0001009322,0.0006109155,0.0002446567,0.00731414],"category_scores_gemma":[0.00001810788,0.0002639565,0.0002684051,0.00001853128,0.001224232,0.00007845667,0.0003179467,0.0004043194,0.00000516039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009815,"about_ca_system_score_gemma":0.001189447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.468727,"about_ca_topic_score_gemma":0.7592008,"domain_scores_codex":[0.9983492,0.0002654008,0.0001464146,0.0003650362,0.0006267685,0.0002471591],"domain_scores_gemma":[0.9991595,0.00008569026,0.0002192504,0.0002218381,0.0001770994,0.000136581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009390566,0.00004262591,0.00001598457,0.00004614188,0.0001141152,0.0001617659,0.02390476,0.000002200517,5.383725e-7,0.003523456,0.9663225,0.005856503],"study_design_scores_gemma":[0.0003554952,0.00005567164,0.00004416639,0.0001007366,0.00009922459,0.000001911442,0.005538721,0.000001315959,7.31144e-8,0.0003442972,0.9931999,0.0002584792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005199743,0.0003467361,0.00001126682,0.00001075864,0.0003276173,0.0005404055,0.001002792,0.00007593174,0.9971645],"genre_scores_gemma":[0.0008548374,0.0003560405,0.00005206076,0.0000485675,0.00009851774,0.000001554019,0.00006239094,0.00001656267,0.9985095],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2904737,"threshold_uncertainty_score":0.9999813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097556938596312,"score_gpt":0.2062054792028956,"score_spread":0.1852299098169324,"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."}}