{"id":"W4392011352","doi":"10.7202/1109625ar","title":"Accumulated Wisdom","year":2024,"lang":"en","type":"article","venue":"The Trumpeter","topic":"Environmental Philosophy and Ethics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Philosophy; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0133578,0.0007304483,0.000922631,0.002253797,0.009343457,0.0159402,0.002104418,0.004621248,0.04276139],"category_scores_gemma":[0.03633251,0.0003745124,0.0006597592,0.00199798,0.01608062,0.01373801,0.009216825,0.009491396,0.02005925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008346085,"about_ca_system_score_gemma":0.0135261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002874344,"about_ca_topic_score_gemma":0.005438788,"domain_scores_codex":[0.986565,0.005578774,0.0006910923,0.001773991,0.004183973,0.001207203],"domain_scores_gemma":[0.9755583,0.005872804,0.001173558,0.004842581,0.008188969,0.004363886],"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":[0.00002624411,0.00003406841,0.0008488463,0.0001876134,0.00003193651,0.0002496377,0.01056463,0.0001606468,0.0001726791,0.5553675,0.3592787,0.07307734],"study_design_scores_gemma":[0.00000665921,0.00001556907,0.0002546462,0.0003610603,0.000006491341,0.0001937582,0.003647769,0.00009585939,0.00007982998,0.1476698,0.8476539,0.00001481197],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004354171,0.012531,0.01342358,0.2770134,0.00812866,0.0001085193,0.0002983991,0.0002374958,0.6839049],"genre_scores_gemma":[0.3197328,0.02281191,0.02062647,0.1283648,0.006727275,0.0003068807,0.0007220359,0.0005972618,0.5001106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04276139,"threshold_uncertainty_score":0.1430511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221183254938183,"score_gpt":0.2377030629143087,"score_spread":0.2254912303649269,"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."}}