{"id":"W1886212033","doi":"10.29173/pandpr19811","title":"\"Have I kept inquiry moving?\" On the Epistemology of Reflection","year":2008,"lang":"en","type":"article","venue":"Phenomenology & Practice","topic":"Pragmatism in Philosophy and Education","field":"Arts and Humanities","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Epistemology; Action (physics); Conversation; Similarity (geometry); Point (geometry); Diversity (politics); Sociology; Philosophy; Psychology; Computer science; Mathematics; Artificial intelligence; Communication; Physics","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":[],"category_scores_codex":[0.0004289635,0.0001196499,0.0001681949,0.0001017523,0.0005916093,0.00001680622,0.0001974327,0.00007375332,0.001051703],"category_scores_gemma":[0.000704267,0.00009029812,0.0000424065,0.00004677903,0.0008120151,0.0003656082,0.00004349539,0.0003164919,0.0003141949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005646631,"about_ca_system_score_gemma":0.00006590222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001622399,"about_ca_topic_score_gemma":0.00002661811,"domain_scores_codex":[0.9987929,0.0003995381,0.0002826335,0.000201143,0.0001236522,0.0002001072],"domain_scores_gemma":[0.9978927,0.001226624,0.0003547773,0.0003484344,0.0001506788,0.00002679613],"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":[0.0001481181,0.0002665995,0.00006716633,0.00001000794,0.00008377788,0.00000574419,0.08978329,0.00001033762,0.0001458577,0.9041398,0.004616829,0.0007224831],"study_design_scores_gemma":[0.0004763941,0.001207973,0.0008843688,0.00002345597,0.0001423539,0.0003227663,0.04027459,0.00003875835,0.0005571505,0.2343736,0.7213875,0.000311064],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3195168,0.0003635654,0.00005677862,0.03352764,0.001974698,0.0002045953,0.000004668419,0.00005899501,0.6442923],"genre_scores_gemma":[0.9926773,0.0001312598,0.00009483461,0.003783473,0.0009907921,0.00004982869,0.000007626985,0.00001391135,0.00225096],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7167707,"threshold_uncertainty_score":0.9998615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1461059787567554,"score_gpt":0.3188804825464496,"score_spread":0.1727745037896943,"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."}}