{"id":"W2081212723","doi":"10.5547/2160-5890.1.1.6","title":"Regulation and Customer Engagement","year":2011,"lang":"en","type":"article","venue":"Economics of Energy and Environmental Policy","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Customer engagement; Business; Computer science; World Wide Web; Social media","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":[0.02154643,0.0004152041,0.0005648844,0.001862998,0.007385144,0.01343899,0.001609005,0.009446118,0.01057313],"category_scores_gemma":[0.05181838,0.0003091452,0.0005297006,0.003487646,0.02144963,0.007776116,0.009403572,0.00635948,0.001666672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007507653,"about_ca_system_score_gemma":0.008933407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004845743,"about_ca_topic_score_gemma":0.003545331,"domain_scores_codex":[0.9033,0.06335424,0.002543433,0.004238772,0.01927438,0.007289129],"domain_scores_gemma":[0.9309801,0.04178885,0.006491953,0.004720648,0.01260511,0.003413256],"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":[0.00002070892,0.00007895254,0.002069985,0.00007667969,0.000009777591,0.0001547995,0.008288711,0.0003755668,0.0001597246,0.9488476,0.01157871,0.02833869],"study_design_scores_gemma":[0.00003490967,0.0002132793,0.005034102,0.0007002518,0.00001398462,0.000684133,0.02233337,0.001466982,0.0006382533,0.4237845,0.5449931,0.000103081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04912966,0.003011639,0.02129751,0.06870233,0.000382403,0.0002201722,0.00005137295,0.00009623862,0.8571085],"genre_scores_gemma":[0.9489133,0.001242233,0.001970812,0.01946153,0.0003548662,0.000261538,0.00004801892,0.00004697442,0.0277008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02154643,"threshold_uncertainty_score":0.1139497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023591231422911,"score_gpt":0.1883209113541198,"score_spread":0.1647296799312088,"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."}}