{"id":"W4200387768","doi":"10.1007/978-3-030-87208-3_1","title":"Introduction","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Indigenous; Perspective (graphical); Context (archaeology); Sociology; Engineering ethics; Political science; Computer science; Engineering; Geography; Artificial intelligence; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006424421,0.0006438841,0.0004759936,0.001317499,0.001720107,0.004023395,0.001530429,0.001983074,0.6312997],"category_scores_gemma":[0.002053404,0.0002949644,0.0004364614,0.001187291,0.0006275142,0.003004591,0.002149339,0.001964223,0.4583342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001542618,"about_ca_system_score_gemma":0.002003567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005208157,"about_ca_topic_score_gemma":0.009014046,"domain_scores_codex":[0.9994546,0.00006952368,0.00001977989,0.0001162481,0.0002737637,0.00006606179],"domain_scores_gemma":[0.9993728,0.00009898814,0.00001964663,0.00008532091,0.0003029453,0.0001203684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001429043,0.00003461355,0.00007945503,0.0001177292,0.000001165423,0.00005094237,0.0002304791,0.00007907645,0.000219241,0.04390288,0.8399283,0.1153417],"study_design_scores_gemma":[0.000001027823,0.000003248679,0.00005300063,0.00005160571,3.661613e-7,0.00002421217,0.00004926036,0.00001040456,0.00002933226,0.00217022,0.9976058,0.000001550674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002378371,0.001433124,0.00174332,0.002394982,0.002822123,0.0001132231,0.001224341,0.0004240783,0.989607],"genre_scores_gemma":[0.0007830751,0.0007795808,0.0008055776,0.000865738,0.0003283148,0.00005017055,0.0007020136,0.000123271,0.9955623],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3687003,"threshold_uncertainty_score":0.5259062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01718188849671226,"score_gpt":0.2844782453194646,"score_spread":0.2672963568227524,"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."}}