{"id":"W2029698717","doi":"10.1080/17597269.2014.913901","title":"The polarization of public opinion on biofuels in North America: key drivers and future trends","year":2014,"lang":"en","type":"article","venue":"Biofuels","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"","keywords":"Polarization (electrochemistry); Biofuel; Public opinion; Political science; Agricultural economics; Economics; Law; Politics; Biotechnology; Biology","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":[0.0003890347,0.00005908423,0.00008062254,0.000118884,0.0003238249,0.00005864197,0.0001871073,0.00007151532,0.00009278506],"category_scores_gemma":[0.00008982477,0.00004561451,0.00002507835,0.0005486869,0.0002332857,0.0001220375,0.00003271273,0.00007688413,0.00001098031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004108924,"about_ca_system_score_gemma":0.00001868412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003561629,"about_ca_topic_score_gemma":0.006375345,"domain_scores_codex":[0.9991197,0.0003436514,0.0001330684,0.0001060504,0.0001573728,0.000140155],"domain_scores_gemma":[0.9994821,0.000118547,0.0001007798,0.0001931194,0.00005169602,0.00005378941],"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":[0.000007536309,0.00003868348,0.07036348,0.000005648913,0.000002995117,2.516409e-8,0.01458112,3.939223e-7,0.0002323472,0.01207841,0.0001025165,0.9025868],"study_design_scores_gemma":[0.0001761335,0.00005000695,0.2852151,0.000007008562,0.000001458241,6.478899e-8,0.006283848,0.00005592905,0.000005970341,0.0003521786,0.7077838,0.00006850257],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9373587,0.0004781681,0.0000564584,0.03323519,0.0006453214,0.0001769978,0.00002292319,0.00005333771,0.02797296],"genre_scores_gemma":[0.9834332,0.01582753,0.00004263627,0.0002099639,0.00021432,0.000005962001,0.0000686599,0.000004781515,0.0001929331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9025183,"threshold_uncertainty_score":0.3557592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1774799688749544,"score_gpt":0.3711915387991138,"score_spread":0.1937115699241594,"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."}}