{"id":"W2564893103","doi":"10.36510/learnland.v2i2.307","title":"Southern Teachers Working in Canada’s North: The Need for a Relevant Curriculum","year":2009,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Happening; Intrusion; Curriculum development; Political science; Geography; Pedagogy; Sociology; History; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004002761,0.00006558112,0.0000871518,0.00003722109,0.000406902,0.00005354482,0.0001624259,0.00003281549,0.00005097914],"category_scores_gemma":[0.000699615,0.00004715423,0.00003299,0.0001922979,0.00001646268,0.00002554058,0.000005665448,0.0002164637,0.000008267904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000139939,"about_ca_system_score_gemma":0.0009851627,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8908272,"about_ca_topic_score_gemma":0.9930518,"domain_scores_codex":[0.9991768,0.0001486662,0.0001244623,0.0001115624,0.0001549857,0.0002834991],"domain_scores_gemma":[0.9995618,0.000212501,0.00006929359,0.00006640861,0.00002714037,0.00006279939],"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":[0.0000077964,0.00002132225,0.653954,0.000001962552,0.00000522141,0.000001024552,0.2376338,0.001538415,0.00000474336,0.0007861471,0.001845796,0.1041998],"study_design_scores_gemma":[0.0002583222,0.0000159298,0.07634179,0.00002752886,0.000006536441,3.272953e-7,0.1384511,0.001851705,0.000001608194,0.00009947261,0.7828144,0.0001312368],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759773,0.0001302115,0.000008802793,0.01237705,0.0001715702,0.0001724582,8.048984e-7,0.00003531701,0.01112649],"genre_scores_gemma":[0.9956762,0.00001732962,0.00006239628,0.0006914989,0.00037085,0.000009446404,0.000005037423,0.000005608352,0.003161661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7809687,"threshold_uncertainty_score":0.3129603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02649701137900481,"score_gpt":0.3361051676861839,"score_spread":0.3096081563071791,"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."}}