{"id":"W3178720594","doi":"","title":"Crossing the date-line: Perspectives of Canadian students studying education in an Australian university","year":2009,"lang":"en","type":"article","venue":"Murdoch Research Repository (Murdoch University)","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Accreditation; Qualitative research; Grounded theory; Pedagogy; Theme (computing); Identity (music); Sociology; Medical education; Psychology; Social science; Medicine; Geography","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":[0.001666701,0.0001326599,0.0001976557,0.002145167,0.003590701,0.0002764813,0.00140166,0.000156206,0.00003592411],"category_scores_gemma":[0.0001940506,0.0001425524,0.00007441552,0.003314596,0.001244625,0.0006400594,0.00007069237,0.0006877097,0.000006399914],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001846803,"about_ca_system_score_gemma":0.007636401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5363053,"about_ca_topic_score_gemma":0.3810363,"domain_scores_codex":[0.9960824,0.00164417,0.0001793082,0.000468466,0.0009015394,0.0007240793],"domain_scores_gemma":[0.9980554,0.0002005851,0.00009164947,0.0004330043,0.0006570249,0.0005623131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003232271,0.002561402,0.2700042,0.00003507222,0.00007956564,0.0006285982,0.5384448,0.0001383619,0.003180929,0.1702668,0.003664247,0.01067289],"study_design_scores_gemma":[0.0003481639,0.0002306664,0.1260362,0.00006388123,0.00001787694,0.000002069853,0.6734397,0.000007339493,0.00008480298,0.00009640875,0.1994898,0.0001830888],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8726452,0.0001045897,0.00000249339,0.002016773,0.0002470719,0.0003141857,0.000003805133,0.00003347407,0.1246324],"genre_scores_gemma":[0.9606822,0.00008154059,0.00008683118,0.00001710617,0.0002345917,3.634893e-7,0.000003799928,0.000007802827,0.03888575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1958255,"threshold_uncertainty_score":0.9979894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2198620145012737,"score_gpt":0.4564671630882075,"score_spread":0.2366051485869338,"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."}}