{"id":"W4313586274","doi":"10.3389/feduc.2022.719107","title":"Okiskinwahamâkew: Reflecting on teaching, learning and assessment","year":2023,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Indigenous; Privilege (computing); Indigenization; Sociology; Standardization; Value (mathematics); Literacy; Pedagogy; Mathematics education; Engineering ethics; Computer science; Psychology; Engineering; Political science; Anthropology; Law","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":[0.002585943,0.0002515091,0.0002137703,0.0006648324,0.0115052,0.005596446,0.0008615662,0.001409178,0.004428884],"category_scores_gemma":[0.003091968,0.000230036,0.0001135383,0.00125869,0.007138665,0.003624023,0.003525787,0.002752682,0.0005741784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01651379,"about_ca_system_score_gemma":0.0216456,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5172407,"about_ca_topic_score_gemma":0.8007475,"domain_scores_codex":[0.9983259,0.0004722983,0.00003916971,0.000105618,0.0006491786,0.0004078539],"domain_scores_gemma":[0.998871,0.0003625367,0.0000770554,0.00004886266,0.0002665846,0.0003738573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004817193,0.00004430195,0.00536125,0.000147575,0.000004899167,0.001179885,0.778956,0.0001700209,0.004013563,0.04660781,0.02709452,0.1363721],"study_design_scores_gemma":[0.000002214962,0.00002054967,0.01132938,0.000255363,0.00000669852,0.0002743374,0.4194141,0.0001167847,0.0009193223,0.006327421,0.5613002,0.00003351637],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5045227,0.01831244,0.01125919,0.1077665,0.001824103,0.0001894828,0.0001844355,0.0002932072,0.355648],"genre_scores_gemma":[0.7949581,0.006252378,0.008170195,0.00376444,0.0000694878,0.00007241861,0.00006947044,0.000124814,0.1865188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5172407,"threshold_uncertainty_score":0.9712048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05376560963854581,"score_gpt":0.4682300202432914,"score_spread":0.4144644106047456,"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."}}