{"id":"W2266533600","doi":"","title":"Teacher education in a remote community: Learning on the job","year":2010,"lang":"en","type":"article","venue":"CDU eSpace Institutional Repository (Charles Darwin University)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of South Africa; University of Waterloo; University of Dhaka; University of Surrey; University of Technology Sydney; University of New England; Simon Fraser University; Murdoch University; Massey University; University of Johannesburg; Central Queensland University; Auckland University of Technology, New Zealand; Australian Catholic University; University of Waikato","keywords":"Indigenous; Context (archaeology); General partnership; Attendance; Work (physics); Commonwealth; Teacher education; Pedagogy; Sociology; Local community; Medical education; Mathematics education; Psychology; Political science; Medicine; Engineering; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0008203363,0.0001029144,0.00009931715,0.0002745024,0.002994537,0.0001106468,0.0004317195,0.0001425622,0.0001050747],"category_scores_gemma":[0.0006174411,0.00009634891,0.00006220127,0.0004879955,0.0005340874,0.0002917256,0.00005477444,0.001034682,0.00006711094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003846977,"about_ca_system_score_gemma":0.00253931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01781004,"about_ca_topic_score_gemma":0.008073451,"domain_scores_codex":[0.9983451,0.0009013722,0.0001229871,0.000157356,0.000281696,0.0001915114],"domain_scores_gemma":[0.9990184,0.000330919,0.000114802,0.0002741647,0.0001456416,0.0001161132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004214246,0.0002502915,0.06324764,0.00001145477,0.00001554627,0.00001566108,0.03893508,0.000144667,0.002146437,0.888724,0.002178846,0.004288267],"study_design_scores_gemma":[0.0001347284,0.00001895654,0.03176646,0.00008228612,0.000008231268,0.00000849298,0.08395805,0.00002103362,0.0000898667,0.000212812,0.8835582,0.0001409463],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6385259,0.00001629552,0.00002537658,0.002654573,0.0007530841,0.0001362324,0.000001005393,0.00003845529,0.3578491],"genre_scores_gemma":[0.9430539,0.00001930962,0.00006315561,0.0001983337,0.000586553,0.000001338797,0.00000422063,0.000006039307,0.05606714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8885112,"threshold_uncertainty_score":0.9983034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02342188812044178,"score_gpt":0.2874489533398215,"score_spread":0.2640270652193797,"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."}}