{"id":"W4367336432","doi":"10.1007/978-3-031-24271-7_12","title":"Narratives and the Water Fluoridation Controversy","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Water fluoridation; Narrative; Normative; Opposition (politics); Public opinion; Political science; Public relations; Psychology; Sociology; Medicine; Media studies; Law; Fluoride; Art; Politics; Literature; Chemistry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006179187,0.0000807348,0.0001197095,0.00003742684,0.0005404458,0.00009722952,0.0001324116,0.0001312143,0.005376313],"category_scores_gemma":[0.00003223156,0.00003821558,0.00004900594,0.00001063263,0.0005609446,0.00007174823,0.00007002662,0.0001188408,0.0008073582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003362008,"about_ca_system_score_gemma":0.00001471002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003543481,"about_ca_topic_score_gemma":0.006027154,"domain_scores_codex":[0.9994403,0.00008700331,0.0001123905,0.0001059972,0.0001622857,0.00009209308],"domain_scores_gemma":[0.9994826,0.0002078953,0.00004519039,0.0001681507,0.0000663995,0.00002977792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000156103,9.405576e-7,0.000001118097,0.000003014007,0.00001197839,1.173435e-7,0.05940818,3.987567e-8,0.000012236,0.9308957,0.003971954,0.005679145],"study_design_scores_gemma":[0.0002714159,0.00000471319,0.00001093311,0.0000152971,0.00001077767,1.247894e-7,0.009995619,0.000006506923,0.000001424119,0.0929644,0.8966419,0.0000768799],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003743185,0.0000590187,0.00001272336,0.03818373,0.0002178961,0.0002748696,0.000007447892,0.00008452155,0.9611223],"genre_scores_gemma":[0.002230494,0.01534898,0.00001221618,0.0004788123,0.0002484687,0.0000137997,0.0001128339,0.000012625,0.9815418],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.89267,"threshold_uncertainty_score":0.9999706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4035710885415542,"score_gpt":0.4138594041722337,"score_spread":0.0102883156306795,"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."}}