{"id":"W4415987909","doi":"10.70116/30654572119","title":"Editor’s introduction","year":2025,"lang":"","type":"article","venue":"Currere and praxis.","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Credential; Praxis; Negotiation; Professional development; Salary; Restructuring; Professional learning community; International education","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002979122,0.001576897,0.00131892,0.002152674,0.002106752,0.006453285,0.003474166,0.005646788,0.3109196],"category_scores_gemma":[0.02075575,0.0005967225,0.001444945,0.001216543,0.001188462,0.004296129,0.002421131,0.006513844,0.1503872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001646162,"about_ca_system_score_gemma":0.004186484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001371792,"about_ca_topic_score_gemma":0.002278826,"domain_scores_codex":[0.9966645,0.0004183495,0.000308441,0.0006958668,0.001531842,0.0003810274],"domain_scores_gemma":[0.9894702,0.00228166,0.0006511069,0.0007954824,0.005018593,0.001782929],"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":[0.00001194039,0.000006956338,0.00003349676,0.0001206236,0.000002703761,0.00004137517,0.00001415068,0.00001641613,0.00003144248,0.0006213954,0.9861456,0.01295398],"study_design_scores_gemma":[0.000005962372,0.000006571043,0.00008735619,0.0001604116,0.000002257482,0.00006280484,0.00002330393,0.00001632828,0.00003447847,0.0004170761,0.9991788,0.000004649176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001127285,0.005396958,0.0003886725,0.05241293,0.9057006,0.00005304304,0.0007280628,0.0003373938,0.03486964],"genre_scores_gemma":[0.002989885,0.01173201,0.00096602,0.09085207,0.6100652,0.000153669,0.001404145,0.0006965136,0.2811405],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3109196,"threshold_uncertainty_score":0.9828896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363433606274598,"score_gpt":0.3461629365419474,"score_spread":0.3325286004792014,"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."}}