{"id":"W2147631172","doi":"10.2139/ssrn.2584863","title":"Regulation for Innovativeness or Regulation of Innovation?","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":77,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Discipline; Relation (database); Politics; Complement (music); Business; Law and economics; Knowledge management; Political science; Sociology; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00173244,0.0001126697,0.0001765859,0.0003906371,0.0001741582,0.00007125911,0.0001346909,0.00004429907,0.00002907483],"category_scores_gemma":[0.0003659023,0.00009030202,0.00003843913,0.001543875,0.00004259016,0.0009058063,0.00003323093,0.000189515,0.00001122766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002247299,"about_ca_system_score_gemma":0.0005982323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001842781,"about_ca_topic_score_gemma":0.00009741044,"domain_scores_codex":[0.9985348,0.000009899415,0.0004996972,0.0001287893,0.0002666512,0.0005601539],"domain_scores_gemma":[0.9970317,0.000024064,0.0006664153,0.0001089115,0.002163446,0.000005464165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000351456,0.00003348745,0.004334426,0.00002813325,0.00005556019,6.42321e-8,0.00003558403,0.0004570416,0.0008847432,0.9673259,0.001498217,0.02499544],"study_design_scores_gemma":[0.001604679,0.00007622782,0.02600243,0.00004532931,0.00002911545,0.00001090221,0.00132723,0.003499125,0.0001490039,0.9379118,0.02918714,0.0001570164],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4802318,0.0004508461,0.50142,0.005060903,0.0009929499,0.0008054684,0.000002218706,0.0001150892,0.01092076],"genre_scores_gemma":[0.9957097,0.00001862705,0.0004149256,0.0001748899,0.0009685848,0.00001588953,0.00002775039,0.00001748267,0.002652179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5154779,"threshold_uncertainty_score":0.3682409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05502605738664063,"score_gpt":0.2914610027742002,"score_spread":0.2364349453875596,"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."}}