{"id":"W4407276189","doi":"10.70266/9783886177356","title":"10.70266/9783886177356","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":[0.0003774371,0.0004461074,0.0007448744,0.0003217194,0.0007212724,0.0000138306,0.0005317226,0.001252313,0.9980075],"category_scores_gemma":[0.00007554936,0.0004326879,0.0002647703,0.0002387003,0.0001121061,0.00005029187,0.0002400993,0.001388409,0.9984292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002569442,"about_ca_system_score_gemma":0.0006979406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003276471,"about_ca_topic_score_gemma":9.147627e-8,"domain_scores_codex":[0.9972661,0.0002451966,0.0006735864,0.0005205261,0.000481747,0.000812888],"domain_scores_gemma":[0.9980725,0.0004711417,0.0002262647,0.0007170651,0.0001618516,0.0003511435],"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":[0.00007694529,0.00001984198,2.466391e-7,0.0001035461,0.00005617421,0.00001888057,0.00021532,3.837555e-7,3.10886e-7,0.00006602542,0.9574574,0.04198492],"study_design_scores_gemma":[0.0002765376,0.00009835055,0.00001015959,0.0004715892,0.00009051315,0.000001517712,0.000004495745,0.000002249244,1.504706e-7,0.0009250094,0.9976476,0.0004718492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002305763,0.0005878667,2.690457e-7,0.0002768152,0.00009022538,0.001169112,0.0001779178,0.0005110771,0.9971844],"genre_scores_gemma":[2.43877e-7,0.000008344267,0.0000524867,0.0009793362,0.003561335,0.0001934748,0.0003439251,0.0001529935,0.9947079],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04151307,"threshold_uncertainty_score":0.9998125,"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."}}