{"id":"W4210670875","doi":"10.1080/00295450.2021.1996842","title":"Risk, “Radiophobia,” and Social Learning: Applying Lessons from the Literature","year":2022,"lang":"en","type":"article","venue":"Nuclear Technology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of Saskatchewan","funders":"","keywords":"Public engagement; Public relations; Public opinion; Social learning; Energy (signal processing); Divergence (linguistics); Best practice; Political science; Psychology; Pedagogy","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":[0.02910605,0.001581813,0.001304463,0.01132924,0.006653717,0.01446107,0.002949132,0.004823183,0.003436753],"category_scores_gemma":[0.03825164,0.0007198636,0.001010594,0.006085772,0.04869071,0.02375654,0.009790688,0.006282056,0.0003564707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01111895,"about_ca_system_score_gemma":0.01080991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01057929,"about_ca_topic_score_gemma":0.01512009,"domain_scores_codex":[0.9795308,0.01605955,0.000799582,0.001029683,0.001915632,0.0006646518],"domain_scores_gemma":[0.8740158,0.1170074,0.001705349,0.0022723,0.003792149,0.001207008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006144845,0.0002118062,0.005568638,0.006109429,0.0001283893,0.001268524,0.2938509,0.001243575,0.0002360091,0.4817169,0.008663917,0.2009404],"study_design_scores_gemma":[0.00003811509,0.0001692112,0.004616665,0.0150296,0.0000750624,0.001026767,0.3436713,0.001173635,0.0004889789,0.4796834,0.1539161,0.0001111468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1164611,0.2744749,0.07714655,0.3885048,0.00455845,0.0006135298,0.0002116346,0.0001615776,0.1378674],"genre_scores_gemma":[0.7919251,0.1614899,0.02291048,0.01638217,0.002078976,0.0007207788,0.00007799337,0.00009515505,0.004319395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02910605,"threshold_uncertainty_score":0.1539294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518142242294153,"score_gpt":0.281244969705762,"score_spread":0.2660635472828204,"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."}}