{"id":"W2596431935","doi":"","title":"Need for Enforceable and Clear Regulations","year":2017,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":[0.1379775,0.001506288,0.002406412,0.003851955,0.01033448,0.02580365,0.01137672,0.02936964,0.02448573],"category_scores_gemma":[0.1847045,0.001800269,0.002911272,0.003308941,0.01225952,0.01765061,0.008595129,0.04571291,0.00987681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02191143,"about_ca_system_score_gemma":0.1829072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2152904,"about_ca_topic_score_gemma":0.1450178,"domain_scores_codex":[0.8217874,0.03134131,0.01369364,0.01500002,0.09758575,0.02059196],"domain_scores_gemma":[0.5477365,0.1121734,0.01539481,0.04392686,0.2394439,0.0413245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004503514,0.0004456175,0.002261767,0.0005752702,0.00004070278,0.0007210768,0.003011993,0.001777153,0.001808811,0.3559914,0.5571238,0.0761973],"study_design_scores_gemma":[0.00003112756,0.0000340724,0.001667475,0.001572651,0.00001652501,0.0001687418,0.001434131,0.0006005716,0.000413793,0.03492353,0.9590325,0.0001050589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004365951,0.008120193,0.03772712,0.6716986,0.01466688,0.001833864,0.001127683,0.001959344,0.2585002],"genre_scores_gemma":[0.0764635,0.008089256,0.1294574,0.626955,0.00476684,0.002130775,0.003228941,0.001457769,0.1474505],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2152904,"threshold_uncertainty_score":0.7297037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04062267079138206,"score_gpt":0.2437247075159164,"score_spread":0.2031020367245343,"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."}}