{"id":"W4251569218","doi":"10.1090/cbms/117/11","title":"Annular diagrams","year":2012,"lang":"en","type":"book-chapter","venue":"Regional conference series in mathematics","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Geology","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":[],"category_scores_codex":[0.0001246528,0.0005107021,0.0005856332,0.00005541875,0.00008512923,0.00003239109,0.000505055,0.0005895718,0.01140525],"category_scores_gemma":[0.00005365219,0.00053119,0.0001527889,0.00002193082,0.0004556972,0.0001924042,0.0001424855,0.0007504355,0.0002304951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002293175,"about_ca_system_score_gemma":0.0001520161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.044078e-7,"about_ca_topic_score_gemma":0.000007743859,"domain_scores_codex":[0.9981741,0.000004381783,0.0005832057,0.0003768012,0.0004841407,0.0003773456],"domain_scores_gemma":[0.9985375,0.0001089998,0.0003905965,0.000713747,0.0001121641,0.0001370129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002877531,0.0001575531,0.00002686356,0.002923453,0.0001005985,0.00008964818,0.001082941,0.000003612369,0.00276522,0.9850696,0.002244188,0.005507506],"study_design_scores_gemma":[0.0001594594,0.000008923435,5.444583e-7,0.001425724,0.00004397425,0.00007078919,0.0001926834,0.0000103161,0.00258653,0.2194996,0.7754149,0.000586618],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002934539,0.001685998,0.0001427933,0.00009479729,0.0001338314,0.00008605188,0.00007694549,0.0000884125,0.9973977],"genre_scores_gemma":[0.004800079,0.002158318,0.003716046,0.00005725677,0.0004593011,0.00003543083,0.0002723827,0.0001070009,0.9883942],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7731707,"threshold_uncertainty_score":0.999714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05501305512639061,"score_gpt":0.2597347380183286,"score_spread":0.204721682891938,"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."}}