{"id":"W4406544843","doi":"10.1111/socf.13042","title":"Denial and misinformation in defense of the tar sands: The case of a Canadian think tank","year":2025,"lang":"en","type":"article","venue":"Sociological Forum","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Misinformation; Denial; Criminology; tar (computing); Sociology; Law; Psychology; Political science; Psychoanalysis; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01860272,0.001062221,0.0006300125,0.003836797,0.1164616,0.02089154,0.0054269,0.01989696,0.005776126],"category_scores_gemma":[0.03757613,0.001090085,0.0009088342,0.00359074,0.06332525,0.007603772,0.01182195,0.01695792,0.0005528819],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1415812,"about_ca_system_score_gemma":0.1213076,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8924922,"about_ca_topic_score_gemma":0.8961661,"domain_scores_codex":[0.9732082,0.01213378,0.0005274823,0.001724262,0.005185683,0.007220545],"domain_scores_gemma":[0.9429815,0.03729846,0.003527056,0.001479884,0.007060631,0.007652488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006208873,0.00004026694,0.002580302,0.00005165547,0.00001303862,0.007130267,0.9150439,0.0003106695,0.0006049956,0.06247529,0.007887727,0.003799789],"study_design_scores_gemma":[0.00001906249,0.00001649494,0.001005191,0.000167488,0.00002152461,0.0004586119,0.9106669,0.0007574375,0.0004108791,0.00834078,0.07805358,0.00008196645],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6430227,0.001395222,0.005318054,0.1982899,0.000769142,0.0001885437,0.00009640216,0.000149017,0.150771],"genre_scores_gemma":[0.9853708,0.0002372578,0.0007358537,0.005726158,0.00007013327,0.00002509841,0.00001412727,0.00004274557,0.007777792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8835384,"threshold_uncertainty_score":0.9956442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005810717104116894,"score_gpt":0.2020740211476278,"score_spread":0.1962633040435109,"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."}}