{"id":"W4416042174","doi":"10.5206/cie-eci.v54i2.19135","title":"Book Review: Teacher acculturation: Stories of pathways to teaching","year":2025,"lang":"en","type":"article","venue":"Comparative and International Education","topic":"Educational Theory and Curriculum Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Work (physics); Narrative; Feature (linguistics); Teaching method","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001875628,0.0006072107,0.001149121,0.002128383,0.001179025,0.003107679,0.00153571,0.004717727,0.01856208],"category_scores_gemma":[0.01468845,0.0004104593,0.0005536769,0.004258407,0.001923957,0.002505977,0.001490628,0.006464013,0.004519599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003262637,"about_ca_system_score_gemma":0.005258086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01648051,"about_ca_topic_score_gemma":0.05556148,"domain_scores_codex":[0.9987162,0.0004641408,0.00008781705,0.0001042338,0.0005175786,0.0001100574],"domain_scores_gemma":[0.9865268,0.01048301,0.000657432,0.000135426,0.001780079,0.0004173493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001352529,0.000005686201,0.00006149925,0.000954997,0.000008860296,0.00008354402,0.0002328257,0.00002073741,0.00002348962,0.001049377,0.9779628,0.0195825],"study_design_scores_gemma":[0.00001704963,0.00001576515,0.0005459778,0.00263924,0.00001883046,0.0004026003,0.0004524162,0.00001185314,0.00002369544,0.0009006264,0.9949638,0.000008287928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0005277456,0.7205883,0.0001944275,0.2093229,0.04973592,0.00003639067,0.0002605037,0.00002595862,0.01930779],"genre_scores_gemma":[0.008063125,0.7286811,0.0003711114,0.1333027,0.05664465,0.0001510395,0.0003679482,0.0001132889,0.0723049],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01856208,"threshold_uncertainty_score":0.06209636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08332248220951499,"score_gpt":0.4628520095456139,"score_spread":0.3795295273360989,"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."}}