{"id":"W4394706355","doi":"10.1017/9781009416665.009","title":"Indigenous Knowledge and the Kindergarten to Twelfth-Grade Science Classroom","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Indigenous; Mathematics education; Pedagogy; Traditional knowledge; 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":[0.001087023,0.0002794382,0.0002946306,0.000372864,0.002830531,0.0003472521,0.0008888394,0.0003015783,0.000007705547],"category_scores_gemma":[0.00003054849,0.0002528003,0.000127001,0.00006785577,0.002049702,0.0001213493,0.0003186223,0.0005382098,0.00009495294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001211453,"about_ca_system_score_gemma":0.003659037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00726986,"about_ca_topic_score_gemma":0.001012151,"domain_scores_codex":[0.998087,0.00009190868,0.0001604411,0.0006008043,0.0004935206,0.0005663065],"domain_scores_gemma":[0.9986231,0.000219088,0.000121947,0.0004092647,0.0002692436,0.0003572979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004752934,0.000009001897,0.000003502415,0.00003695385,0.00004656506,0.00002859105,0.04559016,7.965764e-7,0.000006312803,0.9415905,0.01061124,0.002028792],"study_design_scores_gemma":[0.0002787615,0.00003518719,0.00001916085,0.0001236355,0.0001739931,0.000004894639,0.001874615,0.000008532551,0.00002964324,0.0005246958,0.996601,0.0003258898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002102445,0.00102318,0.00004470642,0.0003830935,0.001030366,0.001129952,0.00009662749,0.0001230116,0.9940666],"genre_scores_gemma":[0.02413177,0.0003043925,0.00002753516,0.0001316807,0.0004832997,0.000002553602,0.000009796631,0.00003061194,0.9748784],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9859897,"threshold_uncertainty_score":0.9999924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022735492755973,"score_gpt":0.2489479323411831,"score_spread":0.2287205774136233,"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."}}