{"id":"W4407276301","doi":"10.70266/9783886177554","title":"10.70266/9783886177554","year":2000,"lang":"en","type":"book","venue":"Time to knit","topic":"Social and Demographic Issues in Germany","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":[0.0003773753,0.0004460113,0.0007445733,0.0003216394,0.0007203323,0.00001382379,0.0005315081,0.001251662,0.9980451],"category_scores_gemma":[0.00007547154,0.0004325826,0.0002608306,0.0002385909,0.0001120512,0.00005022726,0.0002400638,0.00138778,0.9984804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002569926,"about_ca_system_score_gemma":0.0006969463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003225425,"about_ca_topic_score_gemma":9.093485e-8,"domain_scores_codex":[0.9972669,0.0002451921,0.0006735852,0.0005203343,0.0004815453,0.0008124419],"domain_scores_gemma":[0.9980733,0.0004711299,0.0002262144,0.000716563,0.0001618096,0.0003510147],"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":[0.00007522693,0.00001982544,2.523174e-7,0.0001035712,0.00005546681,0.00001857187,0.0002141537,3.815358e-7,3.160475e-7,0.00006784769,0.957144,0.04230045],"study_design_scores_gemma":[0.0002759843,0.00009862796,0.00001013912,0.0004705237,0.00008960417,0.000001517761,0.000004564308,0.000002233022,1.495873e-7,0.00092832,0.9976466,0.0004717488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002257917,0.0005907212,2.731203e-7,0.0002767265,0.00009028617,0.001165618,0.0001777707,0.00051091,0.9971854],"genre_scores_gemma":[2.438577e-7,0.000008299148,0.00005330942,0.0009881341,0.00356199,0.0001928487,0.0003435534,0.0001529745,0.9946986],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0418287,"threshold_uncertainty_score":0.9998126,"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."}}