{"id":"W3124338991","doi":"","title":"Government Intervention in Venture Capital in Canada: Toward Greater Transparency and Accountability","year":2017,"lang":"en","type":"article","venue":"C.D. Howe Institute Commentary","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Venture capital; Transparency (behavior); Social venture capital; Business; Accountability; Incentive; Finance; Scrutiny; Government (linguistics); Economics; Market economy; Political science","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":[0.009614758,0.0002457534,0.000340028,0.002458119,0.0112517,0.01023754,0.001812256,0.002627661,0.00345919],"category_scores_gemma":[0.03219869,0.0004182509,0.0004124241,0.00360417,0.004060294,0.002216218,0.004782856,0.003912649,0.0001902304],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1975511,"about_ca_system_score_gemma":0.5023274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991102,"about_ca_topic_score_gemma":0.9937402,"domain_scores_codex":[0.9845185,0.002453864,0.0003584556,0.0006708894,0.006748007,0.005250163],"domain_scores_gemma":[0.9633785,0.009172007,0.003250765,0.001057332,0.01338581,0.009755556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003022629,0.0003171846,0.164167,0.0009287939,0.0001217459,0.001700853,0.03128618,0.005261118,0.00252642,0.3858183,0.156185,0.2513851],"study_design_scores_gemma":[0.0001622799,0.000159627,0.2640288,0.001355132,0.0001335835,0.0002417071,0.03628114,0.009131574,0.002596144,0.02780402,0.6578121,0.0002939854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4086487,0.007264543,0.00674803,0.3546403,0.0008120887,0.0004801817,0.001262243,0.0003396248,0.2198042],"genre_scores_gemma":[0.9585891,0.002132243,0.002478703,0.01231043,0.00007109992,0.00006554075,0.0002258611,0.00003266452,0.02409437],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8024489,"threshold_uncertainty_score":0.930727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02934963426615523,"score_gpt":0.2370736452419925,"score_spread":0.2077240109758373,"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."}}