{"id":"W4409163593","doi":"10.1080/00048402.2025.2481918","title":"Knowledge and the Onslaught of Desire","year":2025,"lang":"en","type":"article","venue":"Australasian Journal of Philosophy","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Philosophy; Epistemology; Economics; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.006288829,0.0002977424,0.000537387,0.001090308,0.005841558,0.008339015,0.00112268,0.004927301,0.007085712],"category_scores_gemma":[0.008246379,0.0004211441,0.0006753014,0.0009740661,0.0428983,0.01331726,0.005618888,0.004747159,0.0008449974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00592841,"about_ca_system_score_gemma":0.002818733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00468096,"about_ca_topic_score_gemma":0.004199688,"domain_scores_codex":[0.9950557,0.002697111,0.0001471076,0.0007812396,0.0006928865,0.0006259735],"domain_scores_gemma":[0.9954563,0.002621744,0.0003189226,0.0008303696,0.0005183441,0.0002542297],"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":[0.000004430894,0.000001963989,0.0000345249,0.000005422056,0.000001097889,0.00002389334,0.0009753025,0.00003269039,0.00001440129,0.9978536,0.0003620309,0.0006906101],"study_design_scores_gemma":[0.000007163328,0.000005529186,0.00006746374,0.00003354646,0.000002915745,0.00006851274,0.001033769,0.0001538432,0.00007598532,0.9718385,0.02670639,0.000006337883],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03665545,0.004468286,0.02494152,0.05557564,0.0003797468,0.00002669984,0.00007992824,0.0000476717,0.8778251],"genre_scores_gemma":[0.9678772,0.000975396,0.002341306,0.002756325,0.000162339,0.0000394628,0.00002619844,0.00003419934,0.02578769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008339015,"threshold_uncertainty_score":0.04301387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0565058951522663,"score_gpt":0.2925604467675486,"score_spread":0.2360545516152823,"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."}}