{"id":"W2139301796","doi":"10.1002/mde.1565","title":"Initial Financial Conditions, Unobserved Heterogeneity and the Survival of Nascent Canadian Manufacturing Firms","year":2011,"lang":"en","type":"article","venue":"Managerial and Decision Economics","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Lakehead University; Bank of Canada","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Leverage (statistics); Debt; Hazard ratio; Asset turnover; Monetary economics; Business; Economics; Asset (computer security); Hazard; Finance; Statistics; Return on assets","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001061122,0.0001240929,0.0002462399,0.001027574,0.001268024,0.001356275,0.0004915236,0.0003068946,0.003120321],"category_scores_gemma":[0.006560146,0.0001313546,0.0002664926,0.001167023,0.0006103666,0.0003768654,0.00068998,0.0005581782,0.0001609784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009017825,"about_ca_system_score_gemma":0.008114279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9034945,"about_ca_topic_score_gemma":0.940106,"domain_scores_codex":[0.999703,0.00002233517,0.00001250359,0.00004474454,0.0000634804,0.0001538282],"domain_scores_gemma":[0.9954536,0.001214686,0.001518907,0.0001990055,0.0006579323,0.0009558171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001106576,0.00002606468,0.986762,0.00001515195,0.00003157672,0.0001533289,0.0008795466,0.002225101,0.0002149409,0.00108777,0.0005798662,0.007914003],"study_design_scores_gemma":[0.000006712747,0.00002112647,0.9948981,0.0000149435,0.00001435334,0.00003565995,0.0009180314,0.002516541,0.0001137074,0.0003750359,0.001070323,0.00001542934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998024,0.0002000878,0.0001030543,0.0001476698,0.000001974245,0.000005830886,0.000589295,0.000003354958,0.0009247516],"genre_scores_gemma":[0.9988518,0.0001225479,0.00003069617,0.000007745076,0.000002326376,0.000001575455,0.0004340216,6.697273e-7,0.0005485491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09650546,"threshold_uncertainty_score":0.1941476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05250457790872669,"score_gpt":0.223342157077676,"score_spread":0.1708375791689494,"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."}}