{"id":"W4392859827","doi":"10.1016/j.intfin.2024.101979","title":"Family firm, financial constraint, and environmental preparedness: An international study","year":2024,"lang":"en","type":"article","venue":"Journal of International Financial Markets Institutions and Money","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University; Western University","funders":"","keywords":"Constraint (computer-aided design); Preparedness; Business; Finance; Economics; Management; Engineering","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":[0.0009291711,0.0002728488,0.000262496,0.001243851,0.001186929,0.00105194,0.0004250983,0.0006133535,0.007531147],"category_scores_gemma":[0.003936727,0.0001491573,0.0004636317,0.002588445,0.001153281,0.001640424,0.000999673,0.0009852673,0.0002732195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008299913,"about_ca_system_score_gemma":0.001092876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02736926,"about_ca_topic_score_gemma":0.03496226,"domain_scores_codex":[0.9996688,0.000123722,0.00001840991,0.00002275211,0.00002859306,0.0001377538],"domain_scores_gemma":[0.9959027,0.001290569,0.001621866,0.0001246251,0.000185785,0.0008745095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002883485,0.0007014169,0.984945,0.00002695153,0.00007064214,0.000612004,0.002536667,0.0001666665,0.00005082547,0.001103609,0.0004963685,0.0090017],"study_design_scores_gemma":[0.00002092759,0.0002288875,0.9845628,0.00006941654,0.00007651484,0.0005886913,0.01200223,0.0001889027,0.00006572476,0.000229859,0.001954661,0.00001136176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996666,0.0004836,0.00002360586,0.0002194674,0.000004527133,0.0000051775,0.00008543157,5.440074e-7,0.002511511],"genre_scores_gemma":[0.9992454,0.0003401999,0.0000161268,0.00003310428,0.000007122263,0.000003066296,0.00004662868,7.456039e-7,0.000307624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02736926,"threshold_uncertainty_score":0.05441993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01776299951181334,"score_gpt":0.2589894612294275,"score_spread":0.2412264617176141,"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."}}