{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001861145,0.00008606342,0.00004910085,0.000008410625,0.0001017084,0.00004220006,0.0002072764,0.00004755084,0.007158124],"category_scores_gemma":[0.000005227376,0.00005053692,0.00005427745,0.0001067598,0.000285701,0.0001436957,0.0001579266,0.0002179497,0.01407235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004810042,"about_ca_system_score_gemma":0.000001801603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000316875,"about_ca_topic_score_gemma":0.000007543435,"domain_scores_codex":[0.9993627,0.00003644896,0.0000859123,0.0001740978,0.0001803955,0.0001604336],"domain_scores_gemma":[0.9996418,0.00007621411,0.00000875806,0.0002346313,3.422135e-7,0.00003829728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000375582,0.0006482027,0.0365431,0.0002494019,0.0006404907,0.0007989142,0.03661412,0.01814657,0.3344285,0.0820222,0.2321691,0.2573638],"study_design_scores_gemma":[0.0004478507,0.0001910038,0.07604993,0.00008916388,0.0001142519,0.0001115418,0.0001420939,0.01214287,0.0130531,0.2657888,0.6310811,0.0007882869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8515896,0.0001974269,0.0001361047,0.01045891,0.0004126187,0.0001472404,0.00000533494,0.0001758646,0.1368769],"genre_scores_gemma":[0.9952233,0.00002218293,0.00008157221,0.00151801,0.00008479972,0.000006441344,0.000002531473,0.00001438535,0.003046761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.398912,"threshold_uncertainty_score":0.9937494,"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."}}