{"id":"W4407275757","doi":"10.70266/9783886177585","title":"10.70266/9783886177585","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":"Medicine","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":[0.0003751091,0.0004458195,0.0007441951,0.0003210058,0.0007202945,0.00001383126,0.0005313211,0.001253043,0.9980722],"category_scores_gemma":[0.0000731515,0.0004324978,0.000260406,0.0002388091,0.0001119442,0.00005014653,0.0002401455,0.001388509,0.9984499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002565133,"about_ca_system_score_gemma":0.0006958397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003225907,"about_ca_topic_score_gemma":8.848705e-8,"domain_scores_codex":[0.9972684,0.000244688,0.0006725075,0.0005200855,0.0004821127,0.0008122479],"domain_scores_gemma":[0.9980751,0.0004700517,0.0002259545,0.0007165066,0.0001613549,0.0003509877],"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":[0.00007698414,0.00001983518,2.43861e-7,0.0001038217,0.00005560404,0.00001930312,0.0002138369,3.801129e-7,3.075906e-7,0.0000683977,0.9605808,0.03886053],"study_design_scores_gemma":[0.0002761541,0.00009801159,0.00001065426,0.0004691354,0.00008895997,0.000001533428,0.000004337662,0.00000217847,1.39298e-7,0.0009363811,0.9976408,0.0004717066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002066721,0.0005806175,2.623769e-7,0.0002744111,0.00009149736,0.001159492,0.0001775908,0.0005104626,0.9972036],"genre_scores_gemma":[2.184204e-7,0.000008152871,0.00005219624,0.000982344,0.003591615,0.0001927471,0.000343206,0.000152946,0.9946766],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03838883,"threshold_uncertainty_score":0.9998127,"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."}}