{"id":"W2942594902","doi":"10.33137/ijidi.v3i2.32597","title":"Book Review: Elements of Indigenous Style: A Guide for Writing By and About Indigenous People","year":2019,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Indigenous; Style (visual arts); Sociology; History; Archaeology; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003126293,0.00007805708,0.0001743348,0.0001611097,0.001197477,0.00006794157,0.001117098,0.00005384018,0.0003445239],"category_scores_gemma":[0.0004970952,0.00006499529,0.00008680592,0.0001295694,0.00006850537,0.001384596,0.0009050075,0.0001328534,0.00001470618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002910851,"about_ca_system_score_gemma":0.000379327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001075738,"about_ca_topic_score_gemma":0.000163319,"domain_scores_codex":[0.997927,0.0001136329,0.0007232665,0.00005307976,0.001040974,0.0001420093],"domain_scores_gemma":[0.9966843,0.0003029504,0.001360091,0.0001409485,0.001437479,0.00007427683],"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":[0.0001562679,0.0001464425,0.03738342,0.0002290158,0.000193272,3.081161e-7,0.6029494,0.00002253313,0.0001577996,0.0006549432,0.3155745,0.04253203],"study_design_scores_gemma":[0.001284567,0.0001537659,0.009119962,0.0008002514,0.00008477711,0.00001382581,0.0303672,0.0001036656,0.0002237594,0.0005489682,0.9571279,0.0001713304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494952,0.02771592,0.001768347,0.01320775,0.001472505,0.00146331,0.0001014577,0.00002130352,0.004754189],"genre_scores_gemma":[0.8442068,0.1351582,0.001352981,0.01680562,0.0003421262,0.00001084381,0.0002005008,0.000009572665,0.001913359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6415534,"threshold_uncertainty_score":0.9210149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009835770977488268,"score_gpt":0.3009283566163825,"score_spread":0.2910925856388942,"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."}}