{"id":"W4407275964","doi":"10.70266/9783886177592","title":"10.70266/9783886177592","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":"Art","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":[0.0003635165,0.0004401818,0.0008660711,0.0002443523,0.0009572395,0.00001321302,0.0004368971,0.001375774,0.9957092],"category_scores_gemma":[0.0000621146,0.0004008239,0.000233025,0.0001572247,0.00006507274,0.00004958756,0.0002057135,0.001587717,0.997786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001314948,"about_ca_system_score_gemma":0.002395301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007227866,"about_ca_topic_score_gemma":0.000001882319,"domain_scores_codex":[0.9969955,0.0001755013,0.0007995358,0.0004408246,0.0004548287,0.001133786],"domain_scores_gemma":[0.9979472,0.0003153005,0.0002829256,0.000667431,0.0001960506,0.0005910962],"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":[0.00005695056,0.00001167278,1.172183e-7,0.0002169971,0.00003228114,0.000005101507,0.0002019942,3.145608e-7,1.067764e-7,0.00010283,0.8677291,0.1316425],"study_design_scores_gemma":[0.0002547906,0.0001614096,0.00002129686,0.0005250622,0.00003788795,0.00000137282,0.00001189414,0.000001903612,5.149059e-8,0.0003976098,0.9981797,0.0004069661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000163753,0.0003810199,8.00623e-8,0.001846988,0.00005702894,0.001626797,0.0003208522,0.0003844731,0.9953811],"genre_scores_gemma":[1.241596e-7,0.0000222472,0.00001927597,0.002468788,0.005015376,0.0001992763,0.0003290245,0.0001906118,0.9917552],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1312355,"threshold_uncertainty_score":0.9999207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04256602097335338,"score_gpt":0.3654822064615846,"score_spread":0.3229161854882312,"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."}}