{"id":"W4205548641","doi":"10.1007/978-3-030-88949-4","title":"Integrating Indigenous and Western Education in Science Curricula","year":2021,"lang":"en","type":"book","venue":"Curriculum studies worldwide","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Indigenous; Curriculum; Political science; Pedagogy; Mathematics education; Sociology; Psychology; Biology; Ecology","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001858794,0.0003899471,0.000595404,0.0006512895,0.002263233,0.0003395932,0.0004553201,0.0002228059,0.00004165499],"category_scores_gemma":[0.0008756896,0.0003755584,0.00008787048,0.00108541,0.001312461,0.0003663136,0.0001988401,0.0006586674,0.00003817609],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004286367,"about_ca_system_score_gemma":0.02594399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007126074,"about_ca_topic_score_gemma":0.05552975,"domain_scores_codex":[0.996896,0.0002138246,0.0005307883,0.0007976537,0.0007377376,0.0008239502],"domain_scores_gemma":[0.9978769,0.0002965434,0.0004045138,0.0003209274,0.0008990457,0.0002021007],"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":[0.000004817312,0.0005891716,0.1669491,0.0004946584,0.0001028983,0.00004619546,0.6775383,0.00001024468,0.0000114262,0.01795757,0.02531255,0.110983],"study_design_scores_gemma":[0.0003488831,0.000102384,0.008689565,0.00613651,0.0002008763,0.00002269782,0.2687008,0.000009269532,0.00001875912,0.01141456,0.702645,0.001710656],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4573841,0.08783678,0.0000128158,0.001209254,0.007344874,0.002046317,0.00002038149,0.0001528505,0.4439926],"genre_scores_gemma":[0.09498873,0.01810767,0.00101884,0.0008950679,0.003474853,0.0003309067,0.0001973909,0.00009678084,0.8808898],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6773325,"threshold_uncertainty_score":0.9998696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01733797211592479,"score_gpt":0.3526769964987924,"score_spread":0.3353390243828676,"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."}}