{"id":"W3157584287","doi":"10.82308/38748","title":"Providing a lens for first nations youth to view hope in education","year":2012,"lang":"en","type":"dissertation","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lens (geology); Political science; Development economics; Optometry; Sociology; Psychology; Medicine; Economics; Optics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004951742,0.0008471467,0.0004411564,0.003930108,0.01414546,0.01818201,0.001604354,0.004266682,0.01073287],"category_scores_gemma":[0.005787932,0.0003784246,0.0005532451,0.002393939,0.03092891,0.01554839,0.01094958,0.01141348,0.0009989524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0129158,"about_ca_system_score_gemma":0.00674359,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02433164,"about_ca_topic_score_gemma":0.03378568,"domain_scores_codex":[0.9955084,0.003456168,0.00005859149,0.0001835482,0.0002411161,0.0005520939],"domain_scores_gemma":[0.9959975,0.002015579,0.0003896521,0.0001774498,0.0002979335,0.001121822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001262779,0.00002416916,0.001808687,0.00008311967,0.000003642632,0.0003576868,0.2390117,0.00007369235,0.00005707939,0.7303283,0.02016968,0.008069696],"study_design_scores_gemma":[0.000009831898,0.00002220526,0.001414713,0.0006233858,0.00000659689,0.0004274449,0.4466702,0.0001554909,0.00008962035,0.130242,0.4203183,0.00002028843],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08161362,0.03004399,0.01123662,0.2419575,0.003999917,0.0001302602,0.0003272663,0.0001965828,0.6304942],"genre_scores_gemma":[0.9134077,0.01017884,0.003954163,0.01601739,0.001086113,0.0003035545,0.0001502758,0.0001662685,0.05473562],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9756684,"threshold_uncertainty_score":0.09371114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901166685768071,"score_gpt":0.2826607114737221,"score_spread":0.2636490446160414,"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."}}