{"id":"W7133030963","doi":"","title":"Quantitative analysis of entrepreneurship, innovation and leadership education in Canada","year":2022,"lang":"en","type":"article","venue":"TSpace","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mitacs","keywords":"Quantitative analysis (chemistry); Entrepreneurship; Certification; Core (optical fiber); Higher education","routes":{"ca_aff":false,"ca_fund":true,"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":[0.002238716,0.0002244994,0.0003618715,0.00573555,0.005160225,0.002198805,0.0009076305,0.0002326467,0.004600595],"category_scores_gemma":[0.0108522,0.0002043438,0.0003207242,0.01424173,0.001243633,0.0003943602,0.001246978,0.0004856328,0.0002884722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06625521,"about_ca_system_score_gemma":0.09260336,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9941696,"about_ca_topic_score_gemma":0.9966004,"domain_scores_codex":[0.9974604,0.0003275706,0.0001376062,0.0002173144,0.001171369,0.0006858147],"domain_scores_gemma":[0.9855299,0.001880782,0.001172091,0.000223302,0.009645972,0.001547876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001558814,0.0001366768,0.9097851,0.0003245629,0.00006110453,0.000180051,0.01961328,0.001054583,0.0009075781,0.01024321,0.01313367,0.04440427],"study_design_scores_gemma":[0.000004403392,0.0000181324,0.9718723,0.00006133976,0.00001140804,0.00001953713,0.01549039,0.0006628547,0.0002342651,0.0001484771,0.01145569,0.0000211173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549144,0.0003812115,0.0005865074,0.000892907,0.00001914993,0.0002748971,0.0165643,0.00003358089,0.02633298],"genre_scores_gemma":[0.98489,0.0003228569,0.0009230415,0.0001367582,0.000007285857,0.000207448,0.004399453,0.00001422289,0.009098862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06625521,"threshold_uncertainty_score":0.4807175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06071736540453312,"score_gpt":0.297722584474362,"score_spread":0.2370052190698289,"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."}}