{"id":"W4407276439","doi":"10.70266/9783886177646","title":"10.70266/9783886177646","year":2000,"lang":"en","type":"book","venue":"Time to knit","topic":"Social and Demographic Issues in Germany","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003773597,0.0004461351,0.0007450101,0.0003218456,0.000721548,0.00001383297,0.0005321048,0.001252546,0.99806],"category_scores_gemma":[0.00007556941,0.0004327001,0.0002609039,0.0002389682,0.00011211,0.00005029331,0.0002402655,0.001388973,0.9984515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002564076,"about_ca_system_score_gemma":0.000698311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003312517,"about_ca_topic_score_gemma":9.479978e-8,"domain_scores_codex":[0.9972659,0.000245209,0.000673549,0.0005205852,0.0004818099,0.0008129496],"domain_scores_gemma":[0.9980725,0.0004710681,0.0002263533,0.0007170738,0.0001618732,0.0003511434],"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":[0.00007682573,0.00001983373,2.53486e-7,0.0001035622,0.00005546028,0.00001887199,0.0002168314,3.856825e-7,3.108343e-7,0.00006674288,0.9569165,0.04252445],"study_design_scores_gemma":[0.0002765246,0.00009839924,0.00001046778,0.000470606,0.0000896179,0.000001517863,0.000004543155,0.000002255843,1.521235e-7,0.0009236183,0.9976504,0.000471898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002286916,0.0005784153,2.680693e-7,0.0002778116,0.00009041852,0.001166064,0.0001777227,0.0005111228,0.9971959],"genre_scores_gemma":[2.489942e-7,0.000008218854,0.00005249351,0.0009892409,0.003564611,0.0001928414,0.0003435758,0.000152991,0.9946958],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04205255,"threshold_uncertainty_score":0.9998125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02432089149469486,"score_gpt":0.3217574184829824,"score_spread":0.2974365269882875,"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."}}