{"id":"W4210976889","doi":"10.1016/b978-0-12-824046-5.00008-4","title":"Indigenous ambivalence? It's not about the pipeline …","year":2022,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; Simon Fraser University","funders":"","keywords":"Ambivalence; Indigenous; Pipeline (software); Psychology; Engineering; Ecology; Social psychology; Biology; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001597668,0.0003280218,0.0002815408,0.0005475581,0.008067866,0.007913821,0.0005823894,0.002026321,0.01712042],"category_scores_gemma":[0.001987347,0.000180972,0.0002377835,0.0007871805,0.01667355,0.005778266,0.003114754,0.004591854,0.002116532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004455489,"about_ca_system_score_gemma":0.005569162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0290553,"about_ca_topic_score_gemma":0.03827771,"domain_scores_codex":[0.9990157,0.0004108509,0.00001563539,0.00007631499,0.0002652944,0.0002161851],"domain_scores_gemma":[0.9994204,0.0002870108,0.00002802204,0.00004818917,0.0001042733,0.0001121898],"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":[0.000006071526,0.00002056472,0.0001243487,0.00006882464,0.000003124633,0.0001049712,0.04811443,0.00003190842,0.00007423529,0.8596218,0.07315551,0.01867422],"study_design_scores_gemma":[0.000002655903,0.000009912537,0.0004186741,0.000315272,0.000004307208,0.0001260223,0.03764701,0.00005014357,0.00007447212,0.09360135,0.8677405,0.000009688577],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004499515,0.008696472,0.0004455564,0.03067641,0.001929642,0.00001253882,0.00001261489,0.00003093323,0.9536963],"genre_scores_gemma":[0.2167912,0.01204389,0.0006203498,0.01185283,0.001381182,0.00005410166,0.00002344458,0.00008965105,0.7571433],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0290553,"threshold_uncertainty_score":0.05777234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497080079628164,"score_gpt":0.2930974905002644,"score_spread":0.2681266897039828,"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."}}