{"id":"W4404822612","doi":"10.1080/02607476.2024.2422216","title":"Taking stock of teacher education: celebrating 50 years of the <i>Journal of Education for Teaching: international research and pedagogy</i>","year":2024,"lang":"en","type":"article","venue":"Journal of Education for Teaching International Research and Pedagogy","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Pedagogy; Sociology; Stock (firearms); Mathematics education; Psychology; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004180487,0.0008100098,0.0007309013,0.001337377,0.007354343,0.01558002,0.001114801,0.005805741,0.01804578],"category_scores_gemma":[0.01045452,0.0004661284,0.00058952,0.001090944,0.002579728,0.007847887,0.006875056,0.0102579,0.009032747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002650854,"about_ca_system_score_gemma":0.006044083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005494215,"about_ca_topic_score_gemma":0.03399215,"domain_scores_codex":[0.9968255,0.0004098204,0.0001141117,0.0003340117,0.001356222,0.0009604114],"domain_scores_gemma":[0.9887334,0.0008139123,0.0007263359,0.0004565712,0.002048481,0.007221306],"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":[0.00003220882,0.00003621901,0.0005579611,0.0001392545,0.000009363135,0.0001115643,0.001646763,0.00001334387,0.0003962386,0.002713426,0.9668304,0.02751324],"study_design_scores_gemma":[0.000003760897,0.00002506907,0.002012033,0.000171351,0.000005549622,0.000116074,0.002350702,0.00001205355,0.0001336364,0.0007924821,0.9943638,0.00001347106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.007421726,0.0459835,0.0006934457,0.4995387,0.3942872,0.00003051708,0.0002354933,0.0003809704,0.05142845],"genre_scores_gemma":[0.07622401,0.03764332,0.002639937,0.1481102,0.3149105,0.0001022633,0.0006950443,0.0009504552,0.4187244],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01804578,"threshold_uncertainty_score":0.06036913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2756107699258766,"score_gpt":0.5801498696369274,"score_spread":0.3045390997110508,"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."}}