{"id":"W2115453031","doi":"10.7202/1026680ar","title":"Richness Theory: From Value to Action1","year":2014,"lang":"en","type":"article","venue":"Les ateliers de l éthique","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Axiology; Species richness; Harmony (color); Epistemology; Value (mathematics); Value theory; Sociology; Ecology; Computer science; Philosophy; 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":[],"category_scores_codex":[0.005755282,0.0002045207,0.0004072718,0.0003115881,0.0003254836,0.0005459355,0.001091922,0.0002141,0.0008861319],"category_scores_gemma":[0.006679802,0.000151791,0.0001763768,0.0007519058,0.00005929691,0.0001865075,0.0002711485,0.0003028675,0.001844898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109152,"about_ca_system_score_gemma":0.00005152869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005202929,"about_ca_topic_score_gemma":0.0001479767,"domain_scores_codex":[0.9960329,0.001135729,0.0006555312,0.000686673,0.001100716,0.0003884693],"domain_scores_gemma":[0.9935212,0.004594615,0.0002214549,0.001065816,0.0002883846,0.0003084962],"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":[0.0001683884,0.00004136334,0.008678577,0.000003951708,0.00003201069,0.00001744211,0.002596693,0.005900556,0.004374408,0.7793429,0.02982883,0.1690149],"study_design_scores_gemma":[0.0002022316,0.00004431376,0.01734996,0.00003382232,0.000007040786,0.00001205396,0.001041511,0.006441822,0.0006195331,0.751656,0.2223636,0.0002280889],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2920319,0.000127939,0.6658698,0.0008606671,0.0008878949,0.000189538,0.00001309806,0.0001206241,0.03989853],"genre_scores_gemma":[0.9834044,0.000002048416,0.009823813,0.003628051,0.0004548689,0.00002232061,0.000001407908,0.00002531567,0.002637793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6913725,"threshold_uncertainty_score":0.9989323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08154670437087629,"score_gpt":0.3730895491449848,"score_spread":0.2915428447741085,"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."}}