{"id":"W4230782406","doi":"10.4018/978-1-5225-2367-3.les8","title":"Opinion Change","year":2017,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007045019,0.0005514438,0.0002634618,0.0008004862,0.002285046,0.005340603,0.0006790831,0.001807309,0.1805387],"category_scores_gemma":[0.002345789,0.0001721453,0.0003650493,0.0008872476,0.00175993,0.003841677,0.002340509,0.002700506,0.0685828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002426826,"about_ca_system_score_gemma":0.001390441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003143617,"about_ca_topic_score_gemma":0.00610539,"domain_scores_codex":[0.9994286,0.0001333559,0.00001106075,0.00009195845,0.0002478882,0.00008701521],"domain_scores_gemma":[0.9995427,0.0001247854,0.00002695479,0.00007051774,0.0001364679,0.00009864298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001175709,0.00002013925,0.0001083016,0.00008008529,0.000002988668,0.0000435177,0.001378263,0.00005538122,0.0001823182,0.1893776,0.7084516,0.1002882],"study_design_scores_gemma":[0.000001879052,0.000003349823,0.0001210452,0.0000548651,0.000001258803,0.0000180561,0.0003454072,0.00003461916,0.00004382047,0.01448597,0.9848877,0.000002012812],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004665518,0.002195318,0.0006061459,0.00758478,0.002907658,0.0000161137,0.00007245272,0.00004834605,0.9861026],"genre_scores_gemma":[0.01195255,0.002119981,0.0003160909,0.002524648,0.001279972,0.00003163362,0.0001069942,0.00007579038,0.9815922],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1805387,"threshold_uncertainty_score":0.6039621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07856595954497363,"score_gpt":0.3080201039764797,"score_spread":0.229454144431506,"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."}}