{"id":"W4407276160","doi":"10.70266/9783886177196","title":"10.70266/9783886177196","year":2000,"lang":"en","type":"book","venue":"Time to knit","topic":"Social and Demographic Issues in Germany","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer 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":[0.0003762303,0.0004459866,0.0007446197,0.0003215156,0.0007160152,0.00001379434,0.0005311183,0.001251357,0.9980947],"category_scores_gemma":[0.0000752012,0.0004325747,0.0002608044,0.0002384799,0.0001119007,0.00004951922,0.0002388175,0.001387541,0.9984479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002581389,"about_ca_system_score_gemma":0.0007139447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003218944,"about_ca_topic_score_gemma":9.093991e-8,"domain_scores_codex":[0.9972678,0.0002447476,0.0006731559,0.0005202846,0.0004815007,0.0008125035],"domain_scores_gemma":[0.9980736,0.0004703161,0.0002261391,0.0007171655,0.0001616884,0.0003511168],"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":[0.0000767802,0.00001983594,2.588106e-7,0.0001033861,0.00005546309,0.00001887566,0.0002238928,3.857341e-7,3.160772e-7,0.00006305582,0.9572288,0.04220896],"study_design_scores_gemma":[0.0002765975,0.0000983418,0.0000101679,0.0004644954,0.00008959847,0.000001517783,0.000004584611,0.000002324565,1.512972e-7,0.0008849088,0.9976956,0.0004717078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002294533,0.0005705943,2.71083e-7,0.0002780416,0.00009031313,0.00116698,0.0001793373,0.0005009995,0.9972112],"genre_scores_gemma":[2.405458e-7,0.000008214698,0.00005250203,0.0009868428,0.003562932,0.0001931042,0.0003434847,0.0001529331,0.9946997],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04173725,"threshold_uncertainty_score":0.9998126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02419247631557558,"score_gpt":0.3212309126559029,"score_spread":0.2970384363403273,"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."}}