{"id":"W4407276418","doi":"10.70266/9783886177622","title":"10.70266/9783886177622","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":"Political science; Philosophy","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":[0.0003642762,0.0004382449,0.0008566533,0.0002457204,0.0009756978,0.00001320225,0.0004397446,0.001347188,0.996232],"category_scores_gemma":[0.00006275746,0.0004000882,0.0002305126,0.0001587401,0.00006530184,0.00004938596,0.000210228,0.0016009,0.9977592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001342212,"about_ca_system_score_gemma":0.002409106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008099276,"about_ca_topic_score_gemma":0.000001876717,"domain_scores_codex":[0.9969958,0.0001782819,0.0007992962,0.0004411687,0.0004535392,0.001131934],"domain_scores_gemma":[0.9979519,0.0003123266,0.0002844586,0.000668537,0.0001950784,0.0005876962],"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":[0.00006032046,0.00001206268,1.047476e-7,0.0002291998,0.00003295129,0.000005100045,0.0002197761,3.295177e-7,1.100155e-7,0.0001063361,0.8859899,0.1133438],"study_design_scores_gemma":[0.0002492896,0.000167458,0.00001908323,0.0005596947,0.0000459902,0.000001333564,0.00001264498,0.000001873564,5.882894e-8,0.0003586788,0.99818,0.0004039139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001840664,0.0003924295,6.563263e-8,0.00190367,0.00005729023,0.001616338,0.0003440217,0.0003828733,0.9953015],"genre_scores_gemma":[1.198024e-7,0.00002265765,0.00001749224,0.0025085,0.00495477,0.0002052963,0.00034569,0.0001906722,0.9917548],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1129399,"threshold_uncertainty_score":0.9999493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04264435896019726,"score_gpt":0.365866297781932,"score_spread":0.3232219388217347,"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."}}