{"id":"W4387328624","doi":"10.36939/pawaatamihk/vol1no1/art39","title":"Métis Responsibilities and Academic Expectations","year":2023,"lang":"en","type":"article","venue":"Pawaatamihk A Journal of Métis Thinkers","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Indigenous; Sociology; Service (business); Identity (music); Work (physics); Public relations; Odds; Engineering ethics; Political science; Business; Aesthetics; Engineering; Marketing; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01616045,0.0003519757,0.0005272824,0.002329115,0.01799056,0.01547484,0.001695631,0.001928704,0.008219752],"category_scores_gemma":[0.03996282,0.0003790263,0.0003892868,0.001493674,0.01245658,0.005168241,0.01395002,0.005265626,0.003047864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006132408,"about_ca_system_score_gemma":0.01408102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00563113,"about_ca_topic_score_gemma":0.004962384,"domain_scores_codex":[0.9774227,0.01082984,0.001164282,0.0008241688,0.005346637,0.004412392],"domain_scores_gemma":[0.9416117,0.00501386,0.004428093,0.0009619571,0.00914818,0.03883618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001758881,0.0005041794,0.06158257,0.0002198401,0.00003535431,0.001485957,0.7531244,0.0002676591,0.001466698,0.1129292,0.02431028,0.04389798],"study_design_scores_gemma":[0.00001900677,0.0002276007,0.01987586,0.0003443588,0.000009020046,0.0008714815,0.8375825,0.0004672742,0.0005310364,0.021455,0.1184989,0.0001180311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7390771,0.001297022,0.004384149,0.06646156,0.001383023,0.0001717213,0.0001579662,0.0001803964,0.186887],"genre_scores_gemma":[0.9867138,0.0003177763,0.0006500001,0.001445413,0.0001074313,0.00007265266,0.00004874517,0.00003891154,0.01060539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01799056,"threshold_uncertainty_score":0.08546567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0635704179334394,"score_gpt":0.3654299011950876,"score_spread":0.3018594832616482,"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."}}