{"id":"W7117877721","doi":"10.53967/cje-rce.7267","title":"Reintegrating philosophy more effectively into initial teacher education","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Philosophy of education; Teacher education; Philosophy education; Philosophical methodology; Philosophy of Education Society of Great Britain","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01032345,0.0004059124,0.0004722161,0.001887172,0.003281812,0.009402836,0.0010245,0.002806294,0.004027182],"category_scores_gemma":[0.01384988,0.0003816105,0.0006085421,0.001433648,0.02273357,0.01241626,0.01026858,0.008573363,0.0008733997],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00816223,"about_ca_system_score_gemma":0.01512301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005247146,"about_ca_topic_score_gemma":0.008114217,"domain_scores_codex":[0.9933026,0.004554271,0.0002267058,0.0004540797,0.0008568394,0.0006054557],"domain_scores_gemma":[0.989651,0.006348893,0.0006992349,0.001186562,0.001200898,0.0009135128],"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":[0.00001417446,0.0001043144,0.0010207,0.0001962658,0.000006827628,0.0001090077,0.02837102,0.0004164282,0.0006458457,0.8930255,0.004419904,0.07167007],"study_design_scores_gemma":[0.00003106055,0.0001835535,0.002295794,0.001061882,0.00001739945,0.0003083558,0.02317168,0.002084995,0.001610125,0.6049109,0.3642889,0.00003542899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09837767,0.01277797,0.2949097,0.1888472,0.002807176,0.0003367302,0.00005378714,0.000735561,0.4011541],"genre_scores_gemma":[0.8611807,0.006761641,0.09081738,0.00929476,0.0004059385,0.0002567629,0.00003145572,0.0001775198,0.03107385],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9918377,"threshold_uncertainty_score":0.05922139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03611581293109874,"score_gpt":0.3489616572973845,"score_spread":0.3128458443662858,"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."}}