{"id":"W1506718099","doi":"10.7202/1071920ar","title":"Building Communities in Philosophy of Education","year":2020,"lang":"en","type":"article","venue":"Paideusis","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003199198,0.00002974732,0.00006543349,0.00004006113,0.0000850015,0.00001375891,0.0001277813,0.0000239541,0.0003163069],"category_scores_gemma":[0.0003355689,0.00003253269,0.00001804433,0.0002447794,0.00009223958,0.00006327233,0.00001998556,0.00005984678,0.00001412197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003940246,"about_ca_system_score_gemma":0.0002385275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001440247,"about_ca_topic_score_gemma":0.0001911538,"domain_scores_codex":[0.9994862,0.0001290861,0.0001228388,0.00004617744,0.0001337384,0.00008197295],"domain_scores_gemma":[0.9996868,0.0001266422,0.00002454309,0.00005070893,0.00005427684,0.0000570764],"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":[0.000002646655,0.00008374349,0.02365279,0.00003546735,0.000003391395,1.024182e-7,0.1372693,0.0000021357,0.00005792488,0.8168689,0.0007620091,0.02126151],"study_design_scores_gemma":[0.0002108588,0.00003451123,0.01965027,0.0002866987,0.00001223601,1.407734e-7,0.1863158,0.00005111571,0.0006532006,0.4867135,0.3058057,0.0002659779],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7120335,0.0003297072,0.0005702529,0.1120398,0.0004315104,0.0001738136,0.000001661093,0.00006489077,0.1743549],"genre_scores_gemma":[0.9900806,0.00006236314,0.006190051,0.003502708,0.00009680499,0.000008923304,0.000001750557,0.000002684344,0.00005412702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3301554,"threshold_uncertainty_score":0.3463339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08355858998109278,"score_gpt":0.3643638199560464,"score_spread":0.2808052299749536,"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."}}