{"id":"W2624789780","doi":"10.2139/ssrn.2985004","title":"Understanding the Behavior of Distressed Stocks","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Credit Risk and Financial Regulations","field":"Economics, Econometrics and Finance","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Business; Psychology; 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":[0.0006330623,0.0001211696,0.0001891815,0.0004859913,0.0001947908,0.001827429,0.0003666276,0.0007813486,0.003612059],"category_scores_gemma":[0.006849728,0.0001587023,0.0001338979,0.0003770881,0.0004626631,0.002076454,0.0003708161,0.0007699203,0.0003223962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005746399,"about_ca_system_score_gemma":0.0004272965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008624064,"about_ca_topic_score_gemma":0.007427901,"domain_scores_codex":[0.9998419,0.00005434863,0.00001125789,0.00003430944,0.00003012227,0.0000279861],"domain_scores_gemma":[0.9972948,0.001125022,0.0009756808,0.000152082,0.0002529449,0.0001993923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000272136,0.0003777256,0.5829687,0.0001043853,0.0001383793,0.0008569274,0.002194506,0.05940998,0.00857447,0.2653998,0.005997079,0.07370602],"study_design_scores_gemma":[0.00004106398,0.0001237441,0.3833912,0.0000717676,0.00005421252,0.000261403,0.002553299,0.3183332,0.001908847,0.2872093,0.005986257,0.00006585163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788704,0.0005192086,0.006516016,0.00265044,0.00001929717,0.00001205784,0.0002487623,0.00002739434,0.01113644],"genre_scores_gemma":[0.9975482,0.0003290846,0.0006316884,0.00007085179,0.00001627449,0.000002111436,0.0000761402,0.000004596065,0.001321012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008624064,"threshold_uncertainty_score":0.01714778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08081989334775917,"score_gpt":0.2617087679321708,"score_spread":0.1808888745844117,"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."}}