{"id":"W2199703752","doi":"10.5840/envirophil2015111228","title":"Truth, Beauty, and Climate Change","year":2015,"lang":"en","type":"article","venue":"Environmental Philosophy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Beauty; Applied philosophy; General interest; Climate change; Contemporary philosophy; Environmental ethics; Philosophy; Aesthetics; Epistemology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003123177,0.00007158659,0.00007222037,0.00003307475,0.0002688588,0.00003156369,0.00011962,0.00005756294,0.0004110084],"category_scores_gemma":[0.00001621179,0.00007554851,0.00002367305,0.00004348775,0.0002863341,0.0002293189,0.0001251921,0.00006802661,0.0004446614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001550956,"about_ca_system_score_gemma":0.000004146656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001173537,"about_ca_topic_score_gemma":0.00006820584,"domain_scores_codex":[0.9992979,0.0001034614,0.00008693504,0.0001324774,0.000199067,0.0001801257],"domain_scores_gemma":[0.9995753,0.00002750135,0.00003765898,0.0001590943,0.000002621722,0.0001978184],"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":[0.0001302484,0.0007230699,0.1540131,0.00003720436,0.00002716335,0.00001131441,0.2813694,0.000001298774,0.0009352831,0.3720983,0.001083776,0.1895698],"study_design_scores_gemma":[0.002045094,0.0002808494,0.1441022,0.00006414484,0.00004361592,0.000009177838,0.03294655,0.0000959259,0.00004779195,0.09484334,0.7246996,0.000821627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7215061,0.001218182,0.000002190805,0.01293745,0.0004096432,0.0003361045,0.00006046503,0.0001038275,0.2634261],"genre_scores_gemma":[0.9911599,0.007358534,0.00008168664,0.000717092,0.0005505888,0.00002667742,0.00004558345,0.000009566878,0.00005042792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7236159,"threshold_uncertainty_score":0.5715371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5547399900984127,"score_gpt":0.4068207596823811,"score_spread":0.1479192304160316,"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."}}