{"id":"W2536307806","doi":"10.31542/j.ecj.65","title":"Preserving Natural Beauty","year":2012,"lang":"en","type":"article","venue":"Earth Common Journal","topic":"Environmental Philosophy and Ethics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Painting; Beauty; Instinct; Visual arts; Art; The arts; Natural (archaeology); Compassion; Aesthetics; Art history; History; Ecology; Philosophy; Archaeology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001870819,0.0003172967,0.0002904188,0.0005497442,0.005668072,0.004420837,0.000697792,0.001349807,0.01158263],"category_scores_gemma":[0.002335506,0.0001384904,0.0002846262,0.0003470423,0.01588249,0.003060255,0.00581716,0.002572978,0.001772914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001685536,"about_ca_system_score_gemma":0.002177611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002732346,"about_ca_topic_score_gemma":0.008950648,"domain_scores_codex":[0.998549,0.0004571984,0.00003171743,0.0002496057,0.0005046248,0.0002078421],"domain_scores_gemma":[0.999193,0.0001456117,0.00006322055,0.0003231986,0.0001421174,0.0001328589],"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":[0.00002535502,0.00003793972,0.0006521776,0.0001164928,0.00001595876,0.0001871175,0.0135991,0.0004268817,0.00240481,0.8923114,0.02343209,0.06679057],"study_design_scores_gemma":[0.000006080117,0.00004112944,0.001014562,0.0001410087,0.000009611617,0.0004341395,0.003608629,0.000180378,0.0009039377,0.1578593,0.8357871,0.00001414825],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03579587,0.005940476,0.01852633,0.01779487,0.0009660758,0.00004366821,0.00005868308,0.0001572954,0.9207168],"genre_scores_gemma":[0.7865258,0.004308299,0.013492,0.007365572,0.0006265155,0.00006181251,0.00006791432,0.0002552707,0.1872968],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01158263,"threshold_uncertainty_score":0.03874779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01650700854807423,"score_gpt":0.240676808426463,"score_spread":0.2241697998783888,"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."}}