{"id":"W7162211696","doi":"10.2307/j.ctvxkn57g.7","title":"KNOWN &amp; LESSER CATASTROPHES","year":2020,"lang":"","type":"book-chapter","venue":"Semiotics","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.0005670446,0.001005953,0.002159066,0.0003948858,0.000526242,0.0004116806,0.001072218,0.0006625469,0.05864066],"category_scores_gemma":[0.0002276609,0.001321079,0.0008098814,0.0001389982,0.0007963052,0.0002814903,0.001031984,0.0008885695,0.2826559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003704075,"about_ca_system_score_gemma":0.0001014684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007185264,"about_ca_topic_score_gemma":0.00004291534,"domain_scores_codex":[0.9948202,0.00001164703,0.002061769,0.002079507,0.0001186216,0.0009082085],"domain_scores_gemma":[0.9963982,0.0001418187,0.001508294,0.001323716,0.0001208908,0.0005071558],"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":[0.00002826626,0.00005193912,0.0008014056,0.0001817994,0.0007432802,0.00002076337,0.0007144316,0.0002069476,0.000001671205,0.6323264,0.364125,0.0007980705],"study_design_scores_gemma":[0.0004972173,0.00006766077,0.0001161508,0.0001305493,0.0001418484,0.000006104127,0.0002519922,0.0003713915,0.000007046623,0.01824237,0.9789132,0.001254454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001917071,0.006774268,0.0006395197,0.001572359,0.01293172,0.0004629804,0.008722126,0.00008242344,0.9686229],"genre_scores_gemma":[0.01144696,0.01062865,0.002092646,0.0009322306,0.001402591,0.000006330942,0.0003512462,0.000177436,0.9729619],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6147882,"threshold_uncertainty_score":0.9989239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07415780504414649,"score_gpt":0.2153212493744272,"score_spread":0.1411634443302807,"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."}}