{"id":"W1156456560","doi":"","title":"Managerial Strategy Implementation for Growth : Small Businesses in Canada","year":2015,"lang":"en","type":"article","venue":"","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Small business; Order (exchange); Marketing; Industrial organization; Process management; 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":[0.001035138,0.0002735365,0.0002612576,0.00179403,0.007535411,0.00310416,0.00101933,0.0005618387,0.002816549],"category_scores_gemma":[0.005194141,0.0001871521,0.0002333638,0.003088059,0.001359064,0.0008350023,0.001199618,0.001205355,0.0001909699],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1428683,"about_ca_system_score_gemma":0.1913607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9979082,"about_ca_topic_score_gemma":0.9991882,"domain_scores_codex":[0.9983547,0.0001121181,0.00002707701,0.00007973616,0.0005392912,0.0008869668],"domain_scores_gemma":[0.9941013,0.000473077,0.0005305481,0.00007139908,0.002672269,0.002151293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005921084,0.0004545797,0.7583385,0.0003452407,0.00008122587,0.001882761,0.0399373,0.004112678,0.002503739,0.02791298,0.02496367,0.1388753],"study_design_scores_gemma":[0.00003868232,0.0001077767,0.8740473,0.0001790142,0.00004401596,0.0001433141,0.07618477,0.004381614,0.0009265652,0.001147058,0.04272803,0.00007188961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720015,0.0009946034,0.0003153206,0.003794538,0.00002558054,0.00007244293,0.000622039,0.00002446161,0.02214941],"genre_scores_gemma":[0.9940744,0.0005195395,0.0002282659,0.0001965624,0.000003675818,0.000009549972,0.0002349284,0.000005388041,0.004727663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1428683,"threshold_uncertainty_score":0.9941512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08739157055788765,"score_gpt":0.2469384836587338,"score_spread":0.1595469131008461,"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."}}