{"id":"W3005674795","doi":"10.1080/10457097.2020.1712958","title":"Epistemology, Inquiry, and Identity","year":2020,"lang":"en","type":"article","venue":"Perspectives on Political Science","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Epistemology; Identity (music); Social epistemology; Philosophy; Sociology; Aesthetics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009123553,0.00006424619,0.00008918804,0.00004575289,0.0007488754,0.000187798,0.0003070031,0.00003632075,0.0002187197],"category_scores_gemma":[0.004991427,0.00005854244,0.00002111158,0.0004757042,0.0061801,0.0003381975,0.00008587914,0.0001323817,0.0001326209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003437489,"about_ca_system_score_gemma":0.0005192969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004272457,"about_ca_topic_score_gemma":0.00002933412,"domain_scores_codex":[0.9982995,0.0001077912,0.00009712775,0.0003751382,0.0005263892,0.0005939871],"domain_scores_gemma":[0.9986252,0.0001949684,0.00001416433,0.00007969429,0.0001343328,0.0009516402],"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":[0.000002633503,0.00003583893,0.001138568,0.000002172148,0.000001186087,0.000001465378,0.05574474,4.370974e-8,0.00004058092,0.9427348,0.00007686712,0.0002211472],"study_design_scores_gemma":[0.0001725386,0.0001401101,0.1056848,0.00001562768,0.000006638728,0.000002469167,0.2902828,0.00002887961,0.0001887024,0.5945184,0.008707998,0.0002510342],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4040762,0.00008233789,0.001112003,0.3425111,0.0004004726,0.0001756208,0.000002067648,0.0001409004,0.2514993],"genre_scores_gemma":[0.9900208,0.00001643616,0.0008894181,0.008684671,0.0002596912,0.000004146008,1.133182e-7,0.000002690753,0.0001221109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5859445,"threshold_uncertainty_score":0.9965245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06715154647391873,"score_gpt":0.4170896806039356,"score_spread":0.3499381341300168,"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."}}