{"id":"W2496654638","doi":"","title":"Measuring Legitimacy: A Preliminary Report on Participation in Social and Environmental Reporting Frameworks among Alberta’s Oilsands Companies","year":2010,"lang":"en","type":"article","venue":"Proceedings of the International Association for Business and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Legitimacy; Environmental reporting; Political science; Environmental resource management; Environmental planning; Business; Accounting; Public relations; Geography; Environmental science; Law; Politics","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":[0.0255292,0.0003525149,0.0004171229,0.004519183,0.007180851,0.006305392,0.002380129,0.001715826,0.001765341],"category_scores_gemma":[0.0534348,0.0004500948,0.0003980757,0.004616256,0.003856585,0.002258515,0.004478592,0.00248311,0.0002253529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02257973,"about_ca_system_score_gemma":0.04354132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7690948,"about_ca_topic_score_gemma":0.8768302,"domain_scores_codex":[0.9807673,0.004908364,0.0008766406,0.0008773009,0.009626122,0.00294439],"domain_scores_gemma":[0.9075829,0.03507389,0.01136328,0.004224852,0.03362833,0.008126695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001852533,0.0007801779,0.880794,0.00006626773,0.00005460093,0.0002317774,0.08262371,0.0003184909,0.00131861,0.003358649,0.001493292,0.02877522],"study_design_scores_gemma":[0.00002573043,0.0001715947,0.8501542,0.00007438194,0.00004411172,0.00004295845,0.1373924,0.001013119,0.001359311,0.000886848,0.008788171,0.00004708314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989854,0.00004056684,0.0003512199,0.0005818728,0.00001192624,0.0001649531,0.0001434135,0.000005689033,0.008846361],"genre_scores_gemma":[0.9936307,0.00005794579,0.001246598,0.0001210824,0.00001207905,0.0001479139,0.0003068158,0.000006635144,0.00447015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2309052,"threshold_uncertainty_score":0.4645301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.014924501219484,"score_gpt":0.2315860049901718,"score_spread":0.2166615037706878,"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."}}