{"id":"W2789637967","doi":"10.22230/cjc.2018v43n1a3315","title":"From the Natural to the Manmade Environment: The Shifting Advertising Practices of Canada’s Oil Sands Industry","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Petroleum industry; Thematic analysis; Natural (archaeology); Political science; Advertising; Geography; Qualitative research; Engineering; Sociology; Business; Cartography; Archaeology; Social science; Environmental engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002234874,0.0002809048,0.0002946558,0.002575793,0.01115467,0.006556253,0.0008758273,0.0006805265,0.003055604],"category_scores_gemma":[0.004177558,0.0002803355,0.0002053465,0.004363737,0.008699719,0.001350354,0.002353917,0.001300906,0.0001507665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05104575,"about_ca_system_score_gemma":0.06804903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9744046,"about_ca_topic_score_gemma":0.9859708,"domain_scores_codex":[0.9977563,0.000403514,0.00005378822,0.0002274071,0.001016227,0.0005427518],"domain_scores_gemma":[0.9962471,0.001392621,0.0004002347,0.0001202388,0.001313784,0.0005260926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008031312,0.00003710106,0.03971111,0.0002708989,0.00001341188,0.0005593885,0.9239684,0.0001520647,0.002161457,0.00541197,0.002586403,0.02504747],"study_design_scores_gemma":[0.000004534937,0.00003057437,0.08267269,0.000232982,0.00001730953,0.0001065285,0.8519979,0.000207447,0.0008492838,0.0003640306,0.06347086,0.0000459023],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686617,0.0005943438,0.0004792842,0.00178463,0.0000305362,0.00007430762,0.000467647,0.00001955977,0.02788814],"genre_scores_gemma":[0.9923631,0.0005791634,0.0004438623,0.0002748434,0.000006751234,0.00003303726,0.0001436968,0.00001799608,0.00613755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05104575,"threshold_uncertainty_score":0.3703645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04060238115974549,"score_gpt":0.2505499658846845,"score_spread":0.209947584724939,"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."}}