{"id":"W4406618117","doi":"10.7202/1115571ar","title":"Paul Fairfield, 'Introducing Dewey'","year":2024,"lang":"en","type":"article","venue":"Philosophy in Review","topic":"Pragmatism in Philosophy and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Philosophy; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004261486,0.000166766,0.0002701844,0.0001285615,0.000103465,0.0001459006,0.0001911374,0.00003445138,0.00331885],"category_scores_gemma":[0.00008734936,0.0001389973,0.0001220484,0.0001336919,0.00007701157,0.0004048354,0.00003388876,0.0002752802,0.001401938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004526312,"about_ca_system_score_gemma":0.00004526819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003168422,"about_ca_topic_score_gemma":0.00002256645,"domain_scores_codex":[0.9988334,0.00007516417,0.0004040297,0.0003157144,0.0001615375,0.0002101381],"domain_scores_gemma":[0.9994401,0.0001147716,0.00004535125,0.0003104605,0.00003934134,0.00004991895],"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":[0.00000141167,0.00003630147,0.000008562361,0.004766824,0.00001709605,0.00001549421,0.002056709,9.316304e-7,0.000002695897,0.9335306,0.03847398,0.02108945],"study_design_scores_gemma":[0.00003983157,0.00002116064,0.000009345827,0.007532134,0.00003912443,0.000009555133,0.00003816515,0.00003087055,0.000005334408,0.4231208,0.5689878,0.0001659046],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0003631845,0.4951091,0.00002331009,0.08497813,0.003036424,0.000431034,0.00002113583,0.0002029312,0.4158347],"genre_scores_gemma":[0.9354683,0.05246966,0.0001151543,0.005795995,0.005137199,0.0001677217,0.00004821145,0.00003418331,0.0007636359],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.935105,"threshold_uncertainty_score":0.9993756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05135348934988866,"score_gpt":0.290196230295429,"score_spread":0.2388427409455404,"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."}}