{"id":"W2007733837","doi":"10.2118/156529-ms","title":"Building a Culture of Responsible Environmental Performance: EMFORCE","year":2012,"lang":"en","type":"article","venue":"International Conference on Health, Safety and Environment in Oil and Gas Exploration and Production","topic":"Oil, Gas, and Environmental Issues","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Imperial Oil (Canada)","funders":"","keywords":"Workforce; Engineering; Business; Public relations; Management; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003465095,0.0001441127,0.0001584857,0.00009184101,0.0001416599,0.00001809325,0.00004343218,0.00006991155,0.0001259794],"category_scores_gemma":[0.0000108728,0.0001333719,0.00001531896,0.00003149892,0.0001337208,0.0006416435,0.00004417536,0.0001349905,0.0000103245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008677083,"about_ca_system_score_gemma":0.000007686026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000114282,"about_ca_topic_score_gemma":0.00002215593,"domain_scores_codex":[0.9989608,0.00008157203,0.0003072471,0.0002658291,0.0002086413,0.0001759254],"domain_scores_gemma":[0.9996614,0.00001716215,0.0001242627,0.00009778922,0.000003772914,0.00009559656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006845074,0.0002122709,0.003273773,0.00008837035,0.00001884349,4.011339e-7,0.008916382,0.001326412,0.006982704,0.01748237,0.00003889228,0.9609751],"study_design_scores_gemma":[0.007198378,0.00401552,0.1676387,0.001537422,0.0000951219,0.0002420743,0.03777918,0.01817696,0.04018637,0.1134222,0.6073921,0.002315881],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954765,0.001941134,0.0001155851,0.03773719,0.0005299418,0.0001417311,0.00003169368,0.0000242497,0.004713482],"genre_scores_gemma":[0.7266038,0.2715905,0.0005706804,0.0001400199,0.0001187082,0.00001584938,0.00007583979,0.000007512169,0.0008770818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9586592,"threshold_uncertainty_score":0.5438748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04186619089143816,"score_gpt":0.2769378625090586,"score_spread":0.2350716716176204,"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."}}