{"id":"W4407276457","doi":"10.70266/9783886177110","title":"10.70266/9783886177110","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":"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":[0.0003733918,0.0004448867,0.0007416712,0.0003153056,0.0007134407,0.00001369903,0.0005314703,0.001275916,0.9980029],"category_scores_gemma":[0.0000734523,0.0004317556,0.0002597951,0.0002319524,0.00011236,0.00005003432,0.000239095,0.001426827,0.9984277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482248,"about_ca_system_score_gemma":0.0006927162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003112098,"about_ca_topic_score_gemma":1.010909e-7,"domain_scores_codex":[0.997281,0.0002417659,0.0006694054,0.0005199155,0.0004793467,0.0008086372],"domain_scores_gemma":[0.9980791,0.0004646672,0.0002248421,0.000718245,0.0001623873,0.000350716],"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":[0.00007880799,0.00001994085,2.449015e-7,0.0001023215,0.00005557236,0.00001888139,0.0002199158,3.803423e-7,3.105108e-7,0.0000645453,0.9569739,0.04246525],"study_design_scores_gemma":[0.0002789876,0.00009895077,0.0000107111,0.0004540461,0.00008659512,0.000001518609,0.000004682188,0.000002247791,1.394984e-7,0.0009260736,0.9976653,0.0004707076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002380306,0.0005735044,2.616431e-7,0.0002827381,0.00009033276,0.001156967,0.000173817,0.0005045102,0.9972155],"genre_scores_gemma":[2.478055e-7,0.000008594044,0.00005276647,0.0009598089,0.003583552,0.0001888843,0.0003453607,0.000152742,0.9947081],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04199454,"threshold_uncertainty_score":0.9998134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02381508410956167,"score_gpt":0.3210441023086211,"score_spread":0.2972290181990594,"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."}}