{"id":"W3104837701","doi":"10.5539/hes.v10n4p116","title":"Professional Experience in Australian Initial Teacher Education: An Appraisal of Policy and Practice","year":2020,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Professional development; Legislature; Higher education; Public relations; Government (linguistics); Sociology; Pedagogy; Political science","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":[0.06909963,0.0004814136,0.001358197,0.01034576,0.007173668,0.01498412,0.003893302,0.004090587,0.005605553],"category_scores_gemma":[0.1424007,0.001095504,0.001064276,0.01562062,0.01297189,0.008888225,0.01283572,0.005909486,0.0006682707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05802132,"about_ca_system_score_gemma":0.1111251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1520948,"about_ca_topic_score_gemma":0.1580117,"domain_scores_codex":[0.9342009,0.02911086,0.008579197,0.002486755,0.02136679,0.004255489],"domain_scores_gemma":[0.8405344,0.09605166,0.01599153,0.003936364,0.03183708,0.01164891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003423803,0.0005310264,0.04631973,0.02684408,0.0001033513,0.0009523209,0.2531539,0.0006331156,0.0004465005,0.06295608,0.03009435,0.5776232],"study_design_scores_gemma":[0.0001032718,0.0009049579,0.2775089,0.06678043,0.0001384331,0.0008576431,0.3274385,0.0009318728,0.0006813241,0.01027751,0.3141317,0.0002455472],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2759213,0.2714141,0.001547385,0.3515904,0.003356297,0.0007383585,0.0005414087,0.00006299919,0.09482782],"genre_scores_gemma":[0.7993947,0.1765681,0.00273049,0.01376355,0.0006229394,0.0008862024,0.0002824763,0.00006723973,0.005684266],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1520948,"threshold_uncertainty_score":0.4209761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2522414949662444,"score_gpt":0.5837866542905564,"score_spread":0.331545159324312,"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."}}