{"id":"W4390778227","doi":"10.53458/bjb.v19i.9491","title":"Stadtchronik 2010","year":2024,"lang":"de","type":"article","venue":"Backnanger Jahrbuch","topic":"Ecology, Conservation, and Geographical Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre de Santé et de Services Sociaux de la Montagne","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.0005015134,0.0003773468,0.0003329182,0.000100674,0.0004404354,0.000243679,0.000395878,0.0003271548,0.0296358],"category_scores_gemma":[0.00009735948,0.0003321798,0.0002371279,0.0009208714,0.0008363774,0.0003178515,0.0003775028,0.0004973324,0.05833669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002174522,"about_ca_system_score_gemma":0.00006542935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009815596,"about_ca_topic_score_gemma":0.001057429,"domain_scores_codex":[0.9973438,0.0001260145,0.0004357918,0.0008671556,0.0004237097,0.0008034801],"domain_scores_gemma":[0.9988308,0.0004023372,0.00006042943,0.0004543707,0.00002651795,0.0002255665],"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":[0.00001879559,0.000208643,0.1116437,0.0001819267,0.000342912,0.0001245235,0.001499032,0.00001687304,0.0006080717,0.001754178,0.8414214,0.04217996],"study_design_scores_gemma":[0.0001847949,0.0001226971,0.1899081,0.00009238894,0.0001560137,0.000004184996,0.0001196244,0.0005655605,0.0001095428,0.001540452,0.8068104,0.0003861935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5018345,0.3230731,0.0004940528,0.07071414,0.03429373,0.001869163,0.0005216175,0.0009947878,0.06620495],"genre_scores_gemma":[0.7900159,0.03791648,0.001126999,0.004063341,0.003215215,0.0001926375,0.0001098655,0.0001457833,0.1632137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2881815,"threshold_uncertainty_score":0.999913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464493114516085,"score_gpt":0.2373472362802561,"score_spread":0.2227023051350952,"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."}}