{"id":"W2413024958","doi":"","title":"The Power of Lawyer Regulators to Increase Client & Public Protection Through Adoption of a Proactive Regulation System","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindset; Power (physics); Professional conduct; Law; Political science; Business; Work (physics); State (computer science); Control (management); Public relations; Law and economics; Sociology; Economics; Engineering; Management; Computer 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":[0.06785781,0.0004559235,0.0004887904,0.00206059,0.009345501,0.02002705,0.0034997,0.01488337,0.004248454],"category_scores_gemma":[0.08517123,0.001171574,0.001259605,0.0009935318,0.02124587,0.01253108,0.01047051,0.01767654,0.001370539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00924661,"about_ca_system_score_gemma":0.03182943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008315975,"about_ca_topic_score_gemma":0.01032027,"domain_scores_codex":[0.9006209,0.04816173,0.002755154,0.01224533,0.02978288,0.00643409],"domain_scores_gemma":[0.8858656,0.06332123,0.0110904,0.0140518,0.01861504,0.007055921],"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":[0.00006184431,0.0005286211,0.0108463,0.0002616318,0.000121702,0.0003443555,0.02103242,0.001645645,0.004776402,0.8070768,0.0420746,0.1112297],"study_design_scores_gemma":[0.0003656795,0.0007737337,0.0129636,0.001277421,0.0002849579,0.0007122868,0.009863321,0.007661592,0.008917475,0.372072,0.5846626,0.0004453801],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06112355,0.003936459,0.1075139,0.5040524,0.001905864,0.0004724733,0.00004135693,0.00141552,0.3195384],"genre_scores_gemma":[0.8071027,0.001011935,0.02923004,0.1346479,0.001244661,0.0005624726,0.0000224816,0.0001581046,0.0260196],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06785781,"threshold_uncertainty_score":0.3588707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02467145242439611,"score_gpt":0.311370651853778,"score_spread":0.2866991994293819,"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."}}