{"id":"W2566423489","doi":"","title":"Using online comments to explore public reaction to the oil sands monitoring plan announcement: an argumentation analysis","year":2012,"lang":"en","type":"article","venue":"Journal for Activist Science and Technology Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Viewpoints; Argumentation theory; Public relations; Dissemination; Plan (archaeology); Set (abstract data type); Political science; Oil sands; Social media; Misinformation; Computer science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001943024,0.00006844794,0.00008402864,0.0009629288,0.002999774,0.0003088587,0.0003395904,0.00005545057,0.0000107118],"category_scores_gemma":[0.0003385023,0.00005669075,0.00002220747,0.002441701,0.0001649385,0.001503108,0.00004992216,0.0001352562,0.000002574458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006618405,"about_ca_system_score_gemma":0.0002519476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001997453,"about_ca_topic_score_gemma":0.0004946803,"domain_scores_codex":[0.9990082,0.00006596031,0.0001595518,0.0001426493,0.0003347706,0.0002888096],"domain_scores_gemma":[0.9989066,0.00003454175,0.0001537132,0.00020253,0.0004931785,0.0002094168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002780784,0.000692207,0.150666,0.000005721201,0.00004356194,3.270014e-8,0.0847692,0.0000139574,0.06919867,0.00161258,0.0003875073,0.6925827],"study_design_scores_gemma":[0.0003118941,0.000298678,0.1353237,0.00006922175,0.0002553486,0.00002133806,0.6720747,0.0006567184,0.002067744,0.001165351,0.1873872,0.0003681625],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666272,0.00003973411,0.0008552874,0.03107476,0.001000415,0.0001643454,0.000004462999,0.00002887986,0.0002049001],"genre_scores_gemma":[0.9968894,0.0003401461,0.001821586,0.0003056206,0.0004792268,0.00005576162,0.00002432482,0.00000431236,0.00007961613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6922145,"threshold_uncertainty_score":0.9982982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6735742468501081,"score_gpt":0.5647297371530886,"score_spread":0.1088445096970195,"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."}}