{"id":"W2914043463","doi":"10.7202/1055431ar","title":"A Hunger to Teach: Recruiting Inuit Teachers for Nunavut","year":2019,"lang":"en","type":"article","venue":"Études/Inuit/Studies","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nunavut Research Institute; Université du Québec en Outaouais; Lakehead University","funders":"","keywords":"Preparedness; Arctic; Teacher education; Thunder; Pedagogy; Citizen journalism; Sociology; Medical education; Political science; Geography; Medicine; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002200361,0.00028671,0.0005405758,0.0001897903,0.00394582,0.00009074464,0.0004518141,0.0001998001,0.00012302],"category_scores_gemma":[0.0001747477,0.000236151,0.0001650334,0.0004136039,0.0002486968,0.0002825984,0.00001455051,0.000240972,0.0004119671],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004438234,"about_ca_system_score_gemma":0.02066323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02757783,"about_ca_topic_score_gemma":0.9856653,"domain_scores_codex":[0.9970989,0.0002602717,0.0004948596,0.0005963691,0.000516097,0.001033544],"domain_scores_gemma":[0.9979336,0.0006738866,0.0002202893,0.0003597747,0.0005461024,0.0002664051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001649374,0.00007182387,0.0004355176,0.0001226773,0.0001553872,0.000001093739,0.8975825,0.000004694476,0.0000284995,0.09977435,0.001172649,0.0006343397],"study_design_scores_gemma":[0.0002809242,0.000166439,0.0002507935,0.0001882802,0.00005662562,0.00000127451,0.7982918,0.000002080881,0.0000593686,0.003219357,0.1970951,0.0003879246],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98058,0.0008597024,4.589141e-7,0.001417466,0.001976765,0.002592945,0.00002460779,0.0001936226,0.01235446],"genre_scores_gemma":[0.9480783,0.001634394,0.001294354,0.0005564633,0.001616588,0.0001130962,0.000004416117,0.00004425685,0.04665813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9580875,"threshold_uncertainty_score":0.9993836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07160802137163703,"score_gpt":0.3861569027135767,"score_spread":0.3145488813419397,"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."}}