{"id":"W2050757252","doi":"10.1080/05568641.2011.634242","title":"Reflective Knowledge and Epistemic Circularity","year":2011,"lang":"en","type":"article","venue":"Philosophical Papers","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Arts and Humanities Research Council","keywords":"Epistemology; Interpretation (philosophy); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02532838,0.0003777731,0.0008534237,0.002311466,0.005649498,0.008394084,0.001816638,0.004950975,0.004184719],"category_scores_gemma":[0.0647971,0.0005917374,0.001009289,0.001566624,0.07266925,0.01697671,0.009354308,0.007331973,0.0005234159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005803201,"about_ca_system_score_gemma":0.006048038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002624381,"about_ca_topic_score_gemma":0.001165836,"domain_scores_codex":[0.9769282,0.01345579,0.00107567,0.002801445,0.004359961,0.001378944],"domain_scores_gemma":[0.9140047,0.06012781,0.005530711,0.01218899,0.006714952,0.001432817],"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":[0.000007357542,0.000007011563,0.0001196849,0.00002583747,0.000004826376,0.00004652017,0.001870741,0.0002826103,0.00003757695,0.995684,0.0003528277,0.001561036],"study_design_scores_gemma":[0.000005251924,0.000003606907,0.00004548147,0.00004209719,0.000003100332,0.00003209012,0.0004255737,0.0004765565,0.0001158097,0.9936854,0.005158816,0.000006205808],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1247376,0.005600141,0.3585876,0.133785,0.001208433,0.0002173638,0.00015058,0.0002852971,0.3754281],"genre_scores_gemma":[0.9791203,0.0007135526,0.01330055,0.001927221,0.0003308573,0.0001010315,0.00002689847,0.00003896937,0.004440661],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02532838,"threshold_uncertainty_score":0.1339509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1572976326579675,"score_gpt":0.2925933225192184,"score_spread":0.1352956898612509,"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."}}