{"id":"W4407276044","doi":"10.70266/9783886177202","title":"10.70266/9783886177202","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":[0.0003649442,0.0004364669,0.0007310304,0.0003147701,0.0007003329,0.00001363192,0.0005209028,0.001213428,0.9983362],"category_scores_gemma":[0.00007412116,0.0004246487,0.0002583556,0.0002454878,0.0001072821,0.00004825319,0.0002453002,0.001363836,0.9985906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002532296,"about_ca_system_score_gemma":0.0006834437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003073967,"about_ca_topic_score_gemma":8.483678e-8,"domain_scores_codex":[0.9973136,0.0002419572,0.0006605248,0.0005164057,0.0004759828,0.0007915194],"domain_scores_gemma":[0.9981167,0.0004672354,0.0002178424,0.0007005032,0.0001561299,0.0003415757],"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":[0.0000730432,0.00001918073,2.310071e-7,0.000107253,0.00005617343,0.00001984162,0.0002184903,3.672161e-7,3.005391e-7,0.00006343207,0.9580352,0.04140653],"study_design_scores_gemma":[0.0002665777,0.00009539298,0.000009310488,0.0004650483,0.00008945745,0.000001407823,0.000004781583,0.000002461073,1.424009e-7,0.0008690213,0.997736,0.0004603869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001974129,0.000596021,2.514182e-7,0.0002924777,0.00009432492,0.001139948,0.0001759607,0.000489263,0.9972098],"genre_scores_gemma":[2.145793e-7,0.000008633505,0.00004867584,0.0009660145,0.003525809,0.0001901381,0.000336404,0.0001497155,0.9947744],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04094615,"threshold_uncertainty_score":0.9998205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02453750923927646,"score_gpt":0.3212172143956872,"score_spread":0.2966797051564107,"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."}}