{"id":"W4233215301","doi":"10.26522/brocked.v16i2.86","title":"“There’s No Book and There’s No Guide”: The Expressed Needs of Qallunaat Educators in Nunavut","year":2007,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Curriculum; Pedagogy; Orientation (vector space); Sociology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003229656,0.0002875721,0.0003212004,0.0005580824,0.0188714,0.004257018,0.00178421,0.002952408,0.002928598],"category_scores_gemma":[0.007160347,0.0004571732,0.0002184132,0.0006701059,0.00751223,0.002586485,0.003676334,0.004085723,0.0002679941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008184937,"about_ca_system_score_gemma":0.0117029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.338912,"about_ca_topic_score_gemma":0.5520455,"domain_scores_codex":[0.9970873,0.001296275,0.0000854826,0.0001607932,0.0003504412,0.001019817],"domain_scores_gemma":[0.9954934,0.00135835,0.000382652,0.0000852842,0.0007987837,0.001881576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001533641,0.00003425763,0.009581082,0.000065826,0.000003151345,0.001905484,0.9795831,0.00002419962,0.000646329,0.001054317,0.002512154,0.00457472],"study_design_scores_gemma":[0.000002266365,0.00002058526,0.003026032,0.00008706682,0.000004156626,0.0003306216,0.9838567,0.00003809374,0.000120166,0.000162514,0.01233914,0.00001277542],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573812,0.001036171,0.0002719098,0.02997353,0.0002148297,0.00004403858,0.00002545774,0.00002481819,0.01102803],"genre_scores_gemma":[0.9854029,0.0005291316,0.0003860212,0.005418051,0.00002843088,0.00002906197,0.00001208554,0.00001826821,0.008175944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.661088,"threshold_uncertainty_score":0.6738786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038390880417879,"score_gpt":0.3037211665730511,"score_spread":0.2933372577688724,"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."}}