{"id":"W3113655332","doi":"10.15353/rea.v13i2.1841","title":"Necessity and Opportunity Entrepreneurship in Canada","year":2021,"lang":"en","type":"article","venue":"Review of Economic Analysis","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Business cycle; Robustness (evolution); Recession; Unemployment; Economics; New Ventures; Business opportunity; Opportunity cost; Business; Economic growth; Macroeconomics; Finance; Marketing; Biology; Microeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00070015,0.0001782997,0.0002789299,0.003809717,0.00381217,0.003031015,0.0006496812,0.0003069736,0.003116851],"category_scores_gemma":[0.003475521,0.000159535,0.0002522639,0.008109318,0.001093384,0.0007422952,0.001577723,0.0007834085,0.0001643057],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03534255,"about_ca_system_score_gemma":0.06420142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9926752,"about_ca_topic_score_gemma":0.9976368,"domain_scores_codex":[0.9992501,0.00004035994,0.00001898372,0.00006571722,0.0002311791,0.0003936162],"domain_scores_gemma":[0.9958111,0.000380973,0.0007627603,0.00007990516,0.001567601,0.001397795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002463716,0.00009440772,0.8226752,0.0004533183,0.00008243541,0.0009933831,0.01449887,0.0008327841,0.0003797267,0.01899723,0.01733766,0.1234086],"study_design_scores_gemma":[0.000005625445,0.00001724929,0.9626712,0.0002536058,0.00002478775,0.00009135114,0.008465286,0.000359593,0.0001204594,0.0004621821,0.02750347,0.00002511598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9465724,0.01283593,0.0002600718,0.002774091,0.000062829,0.00004319785,0.003266674,0.00001804123,0.03416682],"genre_scores_gemma":[0.9881683,0.005429969,0.0001593031,0.0001328225,0.00001240486,0.000007316818,0.0007527645,0.000005595978,0.005331619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9646574,"threshold_uncertainty_score":0.2564294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02281514153390077,"score_gpt":0.2371651838959267,"score_spread":0.2143500423620259,"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."}}