{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006216242,0.0001060401,0.00009505939,0.00001671949,0.0003544022,0.00004239734,0.0002635421,0.00005731282,0.005871438],"category_scores_gemma":[0.00002913223,0.00008901208,0.00007274317,0.00007377677,0.0001314208,0.000778375,0.000252845,0.0007670487,0.001402628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005604222,"about_ca_system_score_gemma":0.000003000679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001751187,"about_ca_topic_score_gemma":0.0000197125,"domain_scores_codex":[0.9988145,0.000105183,0.0001718343,0.00009106855,0.0003918025,0.0004256201],"domain_scores_gemma":[0.9994049,0.00004627724,0.00007831139,0.0001755841,0.000001729985,0.0002931892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000252678,0.000163586,0.9724752,0.000004455204,0.00001837192,0.00001779938,0.001496246,0.0006091917,0.005589163,0.000345133,0.008277228,0.01097831],"study_design_scores_gemma":[0.0002656963,0.00005126271,0.9079693,0.00001629031,0.00001133175,0.0003557967,0.00008114973,0.0001949011,0.001988023,0.004072106,0.08478153,0.0002126292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9385644,0.0005856038,0.00006571305,0.001361777,0.0008242954,0.00005423833,0.00000127329,0.0000222735,0.0585204],"genre_scores_gemma":[0.9964237,0.00003900625,0.001310827,0.0007865819,0.0004833174,0.00000102367,0.000001494307,0.00001124155,0.0009427697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07650431,"threshold_uncertainty_score":0.9993749,"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."}}