{"id":"W2164071991","doi":"","title":"Is the Demand for Corporate Insurance a Habit? Evidence from Directors' and Officers' Insurance","year":2003,"lang":"en","type":"preprint","venue":"Érudit documents and data repository (Érudit Consortium, University of Montreal)","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk management; Accounting; Business; Political science; Welfare economics; Actuarial science; Economics; Finance","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":[0.002153089,0.0001361538,0.0003271564,0.0006981731,0.0005823908,0.001483958,0.0007782736,0.00158268,0.01544777],"category_scores_gemma":[0.01904022,0.0002844135,0.0004797909,0.001005842,0.001122975,0.001499626,0.0007824781,0.0008350704,0.001148055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006809034,"about_ca_system_score_gemma":0.0006361988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01828175,"about_ca_topic_score_gemma":0.02016111,"domain_scores_codex":[0.9989261,0.0003065363,0.0001129309,0.0002249376,0.0002468438,0.0001826427],"domain_scores_gemma":[0.9376561,0.03256604,0.02211306,0.003508569,0.00165997,0.002496295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004932774,0.000188993,0.9855235,0.00007032142,0.00009521124,0.0001892169,0.0009163268,0.0001576158,0.0002613416,0.001527804,0.0005899568,0.009986397],"study_design_scores_gemma":[0.00002714883,0.0001257861,0.9933113,0.00003002463,0.0000658701,0.0001381302,0.002021064,0.0003385324,0.0001760181,0.001411207,0.002342134,0.00001280452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892397,0.0006736637,0.0001929015,0.002205,0.00001072519,0.00001553942,0.0004905947,0.000006221132,0.007165703],"genre_scores_gemma":[0.9973587,0.0002807943,0.00004774666,0.0003150042,0.00002623217,0.000006335133,0.0002429104,0.000002409104,0.001719724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01828175,"threshold_uncertainty_score":0.05167794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03939010467578451,"score_gpt":0.2254104328706121,"score_spread":0.1860203281948276,"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."}}