{"id":"W4407276328","doi":"10.70266/9783886177127","title":"10.70266/9783886177127","year":2000,"lang":"en","type":"book","venue":"Time to knit","topic":"Social Policies and Healthcare Reform","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Political science; Humanities","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003616471,0.0004404162,0.0008605508,0.0002447896,0.0009518557,0.00001335035,0.0004372858,0.001376853,0.9959247],"category_scores_gemma":[0.00006347342,0.0004009774,0.0002308058,0.0001578742,0.00006584401,0.00004960649,0.0002058387,0.001590135,0.9978545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001317704,"about_ca_system_score_gemma":0.002408288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008103258,"about_ca_topic_score_gemma":0.000001948311,"domain_scores_codex":[0.9969962,0.0001758404,0.0008016953,0.0004411062,0.0004501889,0.00113499],"domain_scores_gemma":[0.9979435,0.0003138664,0.0002835713,0.0006680693,0.0001983615,0.000592638],"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":[0.00006035952,0.00001198393,1.061649e-7,0.0002323191,0.00003315701,0.000005149943,0.000218206,3.188242e-7,1.126635e-7,0.0001052937,0.8889742,0.1103588],"study_design_scores_gemma":[0.0002492654,0.0001634343,0.00001852632,0.0005825476,0.00004631266,0.000001339201,0.00001239447,0.000001858261,6.184644e-8,0.0003559784,0.9981612,0.0004070681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001842922,0.0003958769,6.794637e-8,0.001896996,0.00005836757,0.001617832,0.0003407938,0.0003809731,0.9953073],"genre_scores_gemma":[1.189562e-7,0.00002280583,0.00001736971,0.002494629,0.005030432,0.000195876,0.0003409334,0.0001906856,0.9917071],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1099517,"threshold_uncertainty_score":0.9999196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04254223046496924,"score_gpt":0.3654862680370523,"score_spread":0.322944037572083,"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."}}