{"id":"W4414677775","doi":"10.1111/ejop.70028","title":"The Quality of Thought. By DavidPittOxford: Oxford University Press, 2024. 238pp. <scp>ISBN</scp> : 9780198789901","year":2025,"lang":"en","type":"article","venue":"European Journal of Philosophy","topic":"Philosophy and Theoretical Science","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Quality (philosophy)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003473162,0.0002274986,0.0004053798,0.0001100645,0.0003220303,0.0000483311,0.001746648,0.00006471326,0.0000688607],"category_scores_gemma":[0.0006189188,0.0001616265,0.0003433872,0.0005589824,0.0009433496,0.0002209086,0.000288419,0.0006734555,0.00002676938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004758532,"about_ca_system_score_gemma":0.00006245435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006345437,"about_ca_topic_score_gemma":4.792219e-7,"domain_scores_codex":[0.9957843,0.002150167,0.0008645395,0.0003084404,0.0004822564,0.000410295],"domain_scores_gemma":[0.9968572,0.001215443,0.000827943,0.0006141448,0.0002617656,0.0002234566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002584614,0.0002627954,0.0002653803,0.00002464185,0.0001899086,0.00008674585,0.0003306571,0.000005716184,0.0005700163,0.962433,0.03249462,0.003078027],"study_design_scores_gemma":[0.0014682,0.0004867364,0.006139843,0.000118058,0.00009875301,0.00002317709,0.0003801461,0.000005274156,0.0006916475,0.2367234,0.7537505,0.0001142884],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03566851,0.00220755,0.001687025,0.004654954,0.001633983,0.0001487822,0.00006933528,0.00002504216,0.9539048],"genre_scores_gemma":[0.9880325,0.0004374569,0.0001749333,0.0004290394,0.000461975,3.766774e-7,0.000002002196,0.00002028948,0.0104414],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.952364,"threshold_uncertainty_score":0.6590939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02709515227027414,"score_gpt":0.290117995315331,"score_spread":0.2630228430450569,"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."}}