{"id":"W4210528739","doi":"10.1080/26437015.2021.1971584","title":"The impact of corporate governance on long term survival of small businesses in Canada","year":2022,"lang":"en","type":"article","venue":"Journal of the International Council for Small Business","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Corporate governance; Staffing; Business; Stakeholder; Small business; Shareholder; Capital (architecture); Finance; Public relations; Economics; Management; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001558127,0.0001017941,0.0002852411,0.00008227104,0.00008737895,0.0000279516,0.0008874869,0.00001960994,0.00007313858],"category_scores_gemma":[0.0009755254,0.00007105764,0.0001474774,0.0005156377,0.00004162936,0.00008757049,0.0001006199,0.0001799204,4.570396e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002696684,"about_ca_system_score_gemma":0.002516647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1499079,"about_ca_topic_score_gemma":0.2593085,"domain_scores_codex":[0.9985116,0.00001754114,0.0009130109,0.0001023124,0.0003318151,0.0001237504],"domain_scores_gemma":[0.9950763,0.0002121993,0.002870235,0.0001718261,0.001652454,0.00001697435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001112334,0.0002254733,0.8883409,0.00005456372,0.0002542468,0.00001038526,0.00008467656,0.05794801,0.0002099323,0.04786665,0.003225721,0.0006671186],"study_design_scores_gemma":[0.000893434,0.00006459031,0.9894245,0.0000493226,0.00000427229,0.00001656534,0.00002906816,0.001149429,0.0001036849,0.004336404,0.003842992,0.00008572812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99279,0.0002503078,0.0002169839,0.002381325,0.002832255,0.0001186657,0.0004738353,0.000001008165,0.0009356436],"genre_scores_gemma":[0.999227,0.00007177841,0.00003287334,0.0001155541,0.0000789103,0.000006536759,0.000004433579,0.00001228429,0.0004506712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1094006,"threshold_uncertainty_score":0.8557529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1415026613256226,"score_gpt":0.2310878335231494,"score_spread":0.08958517219752679,"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."}}