{"id":"W4241706384","doi":"10.1007/978-3-662-48986-4_310621","title":"Bereich, kritischer","year":2019,"lang":"de","type":"book-chapter","venue":"Springer Reference Medizin","topic":"Public Administration and Political Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009579047,0.0006644666,0.0009919598,0.000279123,0.0004384767,0.0003621687,0.001083378,0.001224494,0.08197452],"category_scores_gemma":[0.0003774881,0.0006330832,0.0004598215,0.0002013172,0.001076089,0.0002858936,0.0002557623,0.001361328,0.04577199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002205639,"about_ca_system_score_gemma":0.001328667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001053702,"about_ca_topic_score_gemma":0.001826971,"domain_scores_codex":[0.9951357,0.0001920154,0.00091714,0.001055713,0.001629295,0.0010701],"domain_scores_gemma":[0.9969991,0.0003426511,0.0004484497,0.0008389992,0.0003941066,0.0009766746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001324421,0.00004517009,0.0003176487,0.00005811244,0.0002438763,0.00002827295,0.0006758425,2.822471e-7,0.0000186772,0.9897001,0.002658475,0.006240296],"study_design_scores_gemma":[0.0002296844,0.0001062047,0.0003033559,0.0002298459,0.0003138885,0.000001794585,0.0004366518,0.00001662588,0.00002598571,0.01308965,0.9844669,0.0007794449],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008551323,0.001006121,0.00007420806,0.008245399,0.001594398,0.0003931553,0.0001787394,0.0001332845,0.9875196],"genre_scores_gemma":[0.2311539,0.002411059,0.0002209439,0.00135845,0.001934567,0.00001499522,0.000197097,0.00006623504,0.7626427],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9818084,"threshold_uncertainty_score":0.999612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0673336369080835,"score_gpt":0.3271783074113876,"score_spread":0.2598446705033041,"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."}}