{"id":"W7070836644","doi":"","title":"A Quantitative-sectoral Approach to Business Risk","year":2020,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"North African History and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Capital requirement; Credit risk; Operationalization; Profit (economics); Financial risk management; Construct (python library); Business model; Market liquidity; Risk management; Economic capital","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004430662,0.001026954,0.000493151,0.003978996,0.0007961839,0.005305298,0.001271855,0.001158885,0.006612585],"category_scores_gemma":[0.009719577,0.0003984922,0.001018536,0.004045825,0.005247915,0.005670347,0.002112981,0.002853653,0.0009483533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003642758,"about_ca_system_score_gemma":0.001551545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002238696,"about_ca_topic_score_gemma":0.00150243,"domain_scores_codex":[0.9961061,0.00188831,0.0002146795,0.0005757346,0.001006242,0.0002088909],"domain_scores_gemma":[0.9941704,0.003223114,0.0008937776,0.0007026991,0.0008050302,0.0002048995],"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":[0.000005895289,0.00002077989,0.001157305,0.00004458759,0.00001702754,0.00002883886,0.0001615916,0.009079203,0.0001260525,0.980217,0.001256231,0.007885444],"study_design_scores_gemma":[0.000003460129,0.00002800337,0.001212197,0.00006540651,0.000008754725,0.00006283643,0.0002096306,0.02222717,0.0001322733,0.9547628,0.02126584,0.00002159187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01925845,0.00524479,0.8659081,0.008175766,0.0005029448,0.0001576069,0.0009832045,0.0001542423,0.0996148],"genre_scores_gemma":[0.8439694,0.006473708,0.1283204,0.001490988,0.001752838,0.0004230681,0.0004943254,0.0001321444,0.01694317],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006612585,"threshold_uncertainty_score":0.02643013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04695073317190177,"score_gpt":0.2596386745443085,"score_spread":0.2126879413724067,"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."}}