{"id":"W88951145","doi":"","title":"Going Global: Graduate Teacher Accreditation across Jurisdictions","year":2008,"lang":"en","type":"article","venue":"Murdoch Research Repository (Murdoch University)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Political science; Higher education; Medical education; Public relations; Licensure; Internationalization; Teacher education; Business; Pedagogy; Psychology; Medicine; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001746972,0.000172777,0.0002157864,0.0003813265,0.006884827,0.0002484347,0.0007301522,0.0002252851,0.00008415249],"category_scores_gemma":[0.0004143435,0.0002001077,0.0001582634,0.00274927,0.001191898,0.0009491267,0.0001715492,0.0005904738,0.0003582159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001610126,"about_ca_system_score_gemma":0.001932872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01942227,"about_ca_topic_score_gemma":0.001307847,"domain_scores_codex":[0.9949352,0.001746243,0.0002823133,0.0005230512,0.00147988,0.001033302],"domain_scores_gemma":[0.9973525,0.0003199405,0.0001370539,0.0004928735,0.001129157,0.0005684802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002031744,0.0009055929,0.2985409,0.00009873891,0.0002869877,0.001210555,0.2927832,0.00007567456,0.001753383,0.2148624,0.1857115,0.003567981],"study_design_scores_gemma":[0.0004539343,0.00007718765,0.05613062,0.00005071624,0.00001361566,0.00005154376,0.05753659,0.00003612887,0.0001710583,0.0002588824,0.8849343,0.0002853929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.664137,0.00008291271,0.0001158763,0.001283609,0.0007729966,0.0003369376,0.0000143835,0.0002003079,0.333056],"genre_scores_gemma":[0.8644868,0.0002291123,0.0001232545,0.00002579689,0.001502523,0.000007981836,0.0000099022,0.00001624593,0.1335984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6992228,"threshold_uncertainty_score":0.9944081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.23498966121413,"score_gpt":0.4484330524607803,"score_spread":0.2134433912466503,"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."}}