{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005008031,0.0002183699,0.0003168493,0.001014417,0.002951702,0.005128413,0.0004733034,0.002935372,0.006613012],"category_scores_gemma":[0.01034257,0.0001859731,0.0002727328,0.001191755,0.02678643,0.005202967,0.002275466,0.00340235,0.0002932543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002313287,"about_ca_system_score_gemma":0.001516252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003735521,"about_ca_topic_score_gemma":0.003725833,"domain_scores_codex":[0.9975383,0.001596217,0.00005816358,0.0001633442,0.0004695508,0.000174409],"domain_scores_gemma":[0.9919117,0.005741231,0.0008353071,0.0004946539,0.0005883342,0.0004287483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006513903,0.00007241269,0.002878773,0.0001204865,0.00002461661,0.00008433234,0.01681957,0.0007790937,0.0002900071,0.9560083,0.004156983,0.0187004],"study_design_scores_gemma":[0.00001901971,0.0000301409,0.004522587,0.0001184297,0.0000142505,0.00009458381,0.007560877,0.0006458264,0.0001322117,0.9614838,0.02535987,0.00001839204],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.20294,0.02347874,0.02000734,0.2163488,0.001263569,0.00003199756,0.000148582,0.00004982863,0.5357311],"genre_scores_gemma":[0.992294,0.00214355,0.0008636566,0.00201879,0.0002794675,0.000008293001,0.00001631926,0.000009081876,0.002366903],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006613012,"threshold_uncertainty_score":0.02648532,"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."}}