{"id":"W4407276284","doi":"10.70266/9783886177615","title":"10.70266/9783886177615","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":"Gynecology; Humanities; Philosophy; 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":[0.0003816089,0.0004447109,0.0007437105,0.0003205385,0.0007078241,0.00001375795,0.0005295877,0.001247449,0.9979796],"category_scores_gemma":[0.00007515239,0.0004314921,0.000257586,0.0002397345,0.0001119497,0.00005020096,0.0002398895,0.001380913,0.9984336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002599913,"about_ca_system_score_gemma":0.0006931737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003257062,"about_ca_topic_score_gemma":9.455098e-8,"domain_scores_codex":[0.9972713,0.0002458843,0.000671322,0.0005179555,0.0004848914,0.0008086387],"domain_scores_gemma":[0.9980794,0.0004627,0.0002253212,0.0007133536,0.0001652303,0.0003539979],"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":[0.00007709988,0.00001978173,1.964863e-7,0.0001023473,0.00005528643,0.00001897537,0.0003851728,3.926851e-7,2.417768e-7,0.00005000235,0.9602404,0.03905007],"study_design_scores_gemma":[0.0002774252,0.00009828735,0.000009642519,0.0004645555,0.00008923987,0.000001516418,0.000008465868,0.000002284807,1.442067e-7,0.0008968921,0.997681,0.0004705713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002769314,0.0005735114,2.232607e-7,0.0002672799,0.00008958226,0.001158772,0.0001781995,0.0005095818,0.9972201],"genre_scores_gemma":[2.880984e-7,0.000007908884,0.00005043384,0.000967206,0.00352932,0.000191187,0.0003441311,0.0001510335,0.9947585],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0385795,"threshold_uncertainty_score":0.9998137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484564084928344,"score_gpt":0.3224239234761461,"score_spread":0.2975782826268627,"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."}}