{"id":"W4414818716","doi":"10.1080/17570638.2025.2565727","title":"The Relevance of the Beautiful to Our Ecological Crisis","year":2025,"lang":"en","type":"article","venue":"Comparative and Continental Philosophy","topic":"Environmental Philosophy and Ethics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Relevance (law); Ecological crisis; Environmental crisis","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":[],"consensus_categories":[],"category_scores_codex":[0.000177072,0.000152441,0.0001933213,0.00001362678,0.0004915395,0.00002415381,0.0004163228,0.00005904948,0.00002937037],"category_scores_gemma":[0.00003749016,0.00008584817,0.00009021052,0.0002482525,0.0004629309,0.00007790596,0.0006677943,0.0002308253,0.00008584085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000510668,"about_ca_system_score_gemma":0.000005501842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002855465,"about_ca_topic_score_gemma":0.00004113773,"domain_scores_codex":[0.9989662,0.0001058001,0.0002441439,0.0002816158,0.0002165727,0.0001856268],"domain_scores_gemma":[0.9994017,0.0001399051,0.00008240108,0.0003054947,0.000007755552,0.00006276547],"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":[0.001319385,0.001932078,0.2973901,0.0001042033,0.0004043886,0.00001109103,0.007132747,0.001981905,0.06706439,0.4126266,0.2021113,0.007921748],"study_design_scores_gemma":[0.0008298816,0.0003126818,0.5740808,0.00008467406,0.00006033893,0.000003996034,0.002208868,0.0001848236,0.01997992,0.3415093,0.06037499,0.0003697618],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8776381,0.0003529772,0.00004711299,0.05731557,0.000283558,0.0004459397,0.00001127006,0.00001476048,0.06389073],"genre_scores_gemma":[0.9961583,0.00004477617,0.00007432401,0.002956186,0.00003999335,0.00002981391,0.000001055441,0.000004050055,0.0006914979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2766906,"threshold_uncertainty_score":0.3780575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0276544648079753,"score_gpt":0.283614820545407,"score_spread":0.2559603557374318,"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."}}