{"id":"W2105577538","doi":"10.7202/1071927ar","title":"Journeys and Arrivals: On Becoming a Philosopher of Education","year":2020,"lang":"en","type":"article","venue":"Paideusis","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Sociology; Mathematics education; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002815654,0.00003741127,0.00007051458,0.00002267007,0.000127016,0.00002430643,0.00006582358,0.00002694396,0.0004156457],"category_scores_gemma":[0.0007730858,0.0000362617,0.00001963194,0.0001133476,0.00006610539,0.00004780321,0.00001263429,0.00005128228,0.00003003317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002428765,"about_ca_system_score_gemma":0.0001855461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008859689,"about_ca_topic_score_gemma":0.0000118589,"domain_scores_codex":[0.9994763,0.00008220256,0.0001083742,0.00009296343,0.0001606264,0.00007951746],"domain_scores_gemma":[0.999633,0.0001156944,0.00003373645,0.000041561,0.00005371459,0.0001222971],"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":[0.00001495935,0.000263976,0.01739304,0.00007793709,0.00003045956,7.069368e-7,0.18391,0.000001305779,0.0004659335,0.6384509,0.008857469,0.1505333],"study_design_scores_gemma":[0.0005452688,0.0001783193,0.0287939,0.000368291,0.00007174721,0.000001075895,0.105894,0.00005476168,0.002792404,0.3877785,0.4729737,0.0005480138],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5991907,0.0002664136,0.0002201898,0.253807,0.0004763762,0.0001761767,0.000001611873,0.00005669929,0.1458048],"genre_scores_gemma":[0.9899057,0.00006888448,0.001947595,0.007528782,0.0002271654,0.000005655399,6.008858e-7,0.000003649476,0.0003120377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4641163,"threshold_uncertainty_score":0.4551029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09926930553850173,"score_gpt":0.3728340401482444,"score_spread":0.2735647346097427,"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."}}