{"id":"W4416570064","doi":"10.1007/978-3-662-70330-4_9","title":"Globaler Stratotyp-Punkt der Changhsingium-Stufe der Lopingium-Serie im Perm-System","year":2025,"lang":"de","type":"book-chapter","venue":"","topic":"Paleontology and Stratigraphy of Fossils","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Statistical analysis; Production system (computer science); Production (economics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001677852,0.0004416043,0.000162177,0.001130242,0.0003208356,0.0008231371,0.0001922884,0.0001692803,0.008355822],"category_scores_gemma":[0.0002070382,0.0001620546,0.0001488219,0.003009991,0.0004144121,0.0006925674,0.0007664213,0.0005615687,0.001124868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008692258,"about_ca_system_score_gemma":0.0005936026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01707967,"about_ca_topic_score_gemma":0.03583525,"domain_scores_codex":[0.9999293,0.00001169198,0.000005049379,0.00002062402,0.00001727778,0.00001611797],"domain_scores_gemma":[0.9999547,0.00001252185,0.000009810321,0.000006631624,0.000009601746,0.000006697106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002504934,0.00003091571,0.1250673,0.0007854432,0.0002193059,0.0005574925,0.004044295,0.007964403,0.01125708,0.148856,0.027852,0.6731153],"study_design_scores_gemma":[0.00001669641,0.0000825316,0.5159833,0.0001491715,0.00008756686,0.0007453081,0.002402723,0.001797289,0.004404736,0.01899342,0.4553088,0.0000285294],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4655996,0.0189834,0.007083181,0.0008483924,0.0003387288,0.0001126014,0.01736247,0.0007295084,0.4889421],"genre_scores_gemma":[0.9284177,0.00872552,0.01038987,0.0001227514,0.0000671895,0.0001048669,0.006537871,0.0003316013,0.04530255],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01707967,"threshold_uncertainty_score":0.03396046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939300801072419,"score_gpt":0.2201580244823803,"score_spread":0.2007650164716561,"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."}}