{"id":"W4294730841","doi":"10.1353/ail.2022.0013","title":"Structured Relationalism in the Classroom: A Collaborative Approach to Teaching Indigenous Literatures","year":2022,"lang":"en","type":"article","venue":"Studies in American Indian Literatures","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fagan inspection; Indigenous; Sociology; History; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00231009,0.0002560504,0.0004075126,0.0006881864,0.009779113,0.0002484945,0.0007352587,0.00008468939,0.0000161081],"category_scores_gemma":[0.0001094601,0.0001890935,0.00006347052,0.003328072,0.0007195083,0.0002163811,0.00001912811,0.001347127,0.000002628955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029821,"about_ca_system_score_gemma":0.003937966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02113159,"about_ca_topic_score_gemma":0.1856005,"domain_scores_codex":[0.9941694,0.003260323,0.0004653836,0.0005193598,0.0008032703,0.0007822291],"domain_scores_gemma":[0.9985313,0.0006089724,0.000259914,0.0003253075,0.0001612877,0.0001132509],"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":[0.00003736088,0.0001585714,0.003100296,0.00002050211,0.00003368667,0.00002622636,0.8592058,0.0001709428,5.629564e-7,0.1353381,0.001441278,0.0004666798],"study_design_scores_gemma":[0.0001647637,0.00013049,0.009545658,0.00002965613,0.000005724036,0.00000964455,0.4921657,9.21531e-7,7.316987e-7,0.004151748,0.4935863,0.000208629],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8958997,0.007156622,0.000004000803,0.001658911,0.001080728,0.00238051,0.0002046443,0.00005562079,0.09155925],"genre_scores_gemma":[0.9920355,0.0007105081,0.002009346,0.002181341,0.0007368044,0.0002667879,0.00009877566,0.00002267673,0.001938241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4921451,"threshold_uncertainty_score":0.99151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599418021654489,"score_gpt":0.3473622616091219,"score_spread":0.331368081392577,"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."}}