{"id":"W4407605858","doi":"10.70266/9783886177530","title":"10.70266/9783886177530","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":"Psychology","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":[0.000377481,0.0004460747,0.0007449061,0.0003206769,0.0007216221,0.00001372627,0.0005317644,0.001251983,0.9980584],"category_scores_gemma":[0.0000755516,0.0004326623,0.0002608898,0.0002372281,0.0001120982,0.00005030151,0.0002401227,0.001388722,0.9984701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002570795,"about_ca_system_score_gemma":0.0006982179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003236195,"about_ca_topic_score_gemma":9.049201e-8,"domain_scores_codex":[0.9972664,0.0002452176,0.0006735204,0.0005205417,0.0004817509,0.0008126278],"domain_scores_gemma":[0.9980726,0.0004712065,0.0002262127,0.0007170219,0.000161854,0.0003511485],"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":[0.00007632848,0.00001982957,2.536815e-7,0.0001035212,0.00005544356,0.00001888852,0.0002168779,3.835129e-7,3.094677e-7,0.0000667909,0.9567068,0.04273455],"study_design_scores_gemma":[0.0002766387,0.00009837754,0.00001044585,0.00047041,0.00008959949,0.000001521102,0.000004495123,0.000002263993,1.496306e-7,0.000924371,0.9976498,0.0004718595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002282937,0.0005785015,2.692964e-7,0.0002763427,0.00009035283,0.001165873,0.0001777105,0.0005110601,0.9971976],"genre_scores_gemma":[2.490131e-7,0.000008241657,0.00005253132,0.0009889622,0.003563868,0.0001928822,0.0003433956,0.0001529818,0.9946969],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04226269,"threshold_uncertainty_score":0.9998125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02456324149811506,"score_gpt":0.3219158569457996,"score_spread":0.2973526154476845,"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."}}