{"id":"W2783585475","doi":"10.1111/rego.12185","title":"Community structure and the behavior of transnational sustainability governors: Toward a multi‐relational approach","year":2018,"lang":"en","type":"article","venue":"Regulation & Governance","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Sustainability; Corporate governance; Isomorphism (crystallography); Convergence (economics); Public relations; Business; Common ownership; Political science; Economic system; Economics; Economic growth; Ecology; 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":[0.0006263457,0.0001499049,0.0002095168,0.00002676101,0.0004353923,0.00008737593,0.0002090517,0.0001031674,0.00005608413],"category_scores_gemma":[0.0006839144,0.0001155886,0.00009504773,0.0003335719,0.0009205643,0.0007764692,0.00008070627,0.0002020954,7.101946e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001912328,"about_ca_system_score_gemma":0.00007578799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002541586,"about_ca_topic_score_gemma":0.0002503185,"domain_scores_codex":[0.9987879,0.00009416669,0.0003062459,0.0001802875,0.0004474025,0.000184007],"domain_scores_gemma":[0.9984561,0.00009345714,0.0004317557,0.0002474886,0.0007571146,0.00001410381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002350367,0.0002355597,0.1351991,0.0002246058,0.00002630923,1.82012e-7,0.002373703,0.0002617487,0.00003348005,0.8593945,0.0001520216,0.001863777],"study_design_scores_gemma":[0.001389455,0.00000989445,0.9478325,0.000006282549,0.00006278478,8.274045e-7,0.001763806,0.005118509,0.00001223822,0.04242111,0.001263618,0.0001189813],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910349,0.000055955,0.003966911,0.00279607,0.0001009823,0.0008217563,0.00009092996,0.00003665764,0.001095806],"genre_scores_gemma":[0.9989505,0.000001337711,0.0003658578,0.0001726094,0.0003034799,0.00002084467,0.00006133177,0.00001078838,0.0001132727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8169734,"threshold_uncertainty_score":0.4713566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02502448677909096,"score_gpt":0.2605586703575379,"score_spread":0.235534183578447,"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."}}