{"id":"W4232634725","doi":"10.1017/9781316343197.008","title":"History and Philosophy of Science Engaging the Public","year":2018,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"History and philosophy of science; Epistemology; Philosophy of science; History of science; Sociology; Social science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006812579,0.0001051924,0.0001321075,0.0001763001,0.001020542,0.00003395564,0.0007990402,0.0001193826,0.00007300737],"category_scores_gemma":[0.00004600146,0.0001046882,0.00005730219,0.00001466936,0.008279355,0.0001476006,0.0004235132,0.0002283571,0.000006338961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000470126,"about_ca_system_score_gemma":0.0003049077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003218599,"about_ca_topic_score_gemma":0.00005770553,"domain_scores_codex":[0.9991397,0.00009509903,0.00009385266,0.000208847,0.0003077812,0.0001547154],"domain_scores_gemma":[0.9988564,0.00009900225,0.0001850129,0.0004407093,0.0003140776,0.0001047672],"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":[0.000005981312,0.000002815758,0.000003024184,0.00001624942,0.00000777786,0.000001109583,0.006317514,4.074019e-9,0.00003762671,0.9837618,0.008352773,0.001493353],"study_design_scores_gemma":[0.00008129929,0.00001121029,0.00001917327,0.0000564206,0.00002825186,8.436486e-7,0.001624375,0.000007180714,0.000005539443,0.00009956426,0.9979564,0.0001097267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006604941,0.0003876124,0.000009377997,0.0004003813,0.0002483074,0.0001836394,0.00002565572,0.00004072889,0.9980438],"genre_scores_gemma":[0.03007023,0.002528612,0.00002184556,0.0001132996,0.0001699802,3.483623e-7,0.000007139848,0.00001037142,0.9670781],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9896036,"threshold_uncertainty_score":0.9944195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3413451676598485,"score_gpt":0.3166476231975116,"score_spread":0.02469754446233691,"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."}}