{"id":"W4407276292","doi":"10.70266/9783886177394","title":"10.70266/9783886177394","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":[0.000377173,0.0004459655,0.0007447013,0.0003217473,0.0007213934,0.00001383744,0.0005323419,0.001251838,0.9980609],"category_scores_gemma":[0.00007489264,0.000432592,0.0002608706,0.0002387134,0.0001121265,0.00005029439,0.0002405203,0.001388189,0.9984361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002582166,"about_ca_system_score_gemma":0.0007005027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003259569,"about_ca_topic_score_gemma":9.054681e-8,"domain_scores_codex":[0.997267,0.0002448894,0.0006732783,0.0005205606,0.000481612,0.0008126341],"domain_scores_gemma":[0.9980752,0.0004708572,0.000226171,0.0007167539,0.0001599591,0.0003510242],"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":[0.00007689057,0.00001983162,2.511627e-7,0.0001036976,0.00005543477,0.00001891683,0.0002175829,3.949811e-7,3.108376e-7,0.00006676407,0.9572344,0.04220552],"study_design_scores_gemma":[0.0002763906,0.00009699363,0.0000102428,0.0004678822,0.00008956848,0.000001521836,0.000004552021,0.000002302004,1.485128e-7,0.0009365228,0.9976421,0.0004717774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002244488,0.0005734251,2.736764e-7,0.0002745596,0.00009033183,0.001172364,0.000177631,0.0005109378,0.9971982],"genre_scores_gemma":[2.452114e-7,0.000008236683,0.00005276073,0.00098825,0.00356019,0.0001940116,0.0003432252,0.0001529486,0.9947001],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04173374,"threshold_uncertainty_score":0.9998126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02416564268389241,"score_gpt":0.3212872636465654,"score_spread":0.297121620962673,"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."}}