{"id":"W3133451003","doi":"10.33137/ijidi.v5i1.35295","title":"Indigenous Research","year":2021,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Indigenous Knowledge Systems and Agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Indigenous; Sociology; Anthropology; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001720398,0.00008287861,0.0001221671,0.00005212306,0.002360864,0.0002013252,0.001218377,0.00008442896,0.0005277662],"category_scores_gemma":[0.0001956887,0.00002757051,0.0001536092,0.0003596449,0.00004633237,0.0007636767,0.003246921,0.0003598053,0.0001587153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002259689,"about_ca_system_score_gemma":0.00009766074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003365146,"about_ca_topic_score_gemma":0.000455922,"domain_scores_codex":[0.9976425,0.0001587644,0.0004015839,0.00006421178,0.001543924,0.0001889932],"domain_scores_gemma":[0.9956869,0.000202037,0.0003551768,0.00004944968,0.003629558,0.00007690905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006844973,0.000942138,0.02351199,0.0000374534,0.0007518183,0.0005037391,0.2093827,0.0003731863,0.1133961,0.006923886,0.1624817,0.4810108],"study_design_scores_gemma":[0.0006522501,0.0002909872,0.05643834,0.0001570623,0.00002622555,0.0008715061,0.02273783,0.00004255939,0.01400429,0.002911403,0.9016257,0.0002418745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874451,0.0002672686,0.00002307705,0.005681211,0.0009723768,0.0001066057,0.00002991936,0.00001230542,0.005462162],"genre_scores_gemma":[0.997603,0.0001989645,0.00004721425,0.0006824985,0.0007700549,6.922344e-7,0.00004874468,3.77558e-7,0.0006484612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.739144,"threshold_uncertainty_score":0.9989379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02954719658026948,"score_gpt":0.261606217342981,"score_spread":0.2320590207627115,"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."}}