{"id":"W4380683014","doi":"10.37119/ojs2023.v28i2a.725","title":"A Review of Kaandossiwin: How We Come to Know Indigenous Re-Search Methodologies (2nd ed.)","year":2023,"lang":"en","type":"review","venue":"in education","topic":"Indigenous Knowledge Systems and Agriculture","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Indigenous; Need to know; Computer science; Biology; Ecology; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001734411,0.0003712585,0.001663573,0.0001054738,0.0001546965,0.00007040318,0.0007025269,0.0003970962,0.0001089832],"category_scores_gemma":[0.0004912855,0.000126659,0.0003893487,0.002157143,0.00003618101,0.00007253185,0.0001371799,0.0003891537,0.0002231785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002481428,"about_ca_system_score_gemma":0.0004108899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098422,"about_ca_topic_score_gemma":0.001775068,"domain_scores_codex":[0.9970379,0.0009322764,0.0007542287,0.0005238554,0.0002882009,0.0004635301],"domain_scores_gemma":[0.9981803,0.0008004591,0.0004296583,0.0001790166,0.0002931124,0.0001174829],"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":[0.000001428106,0.000101857,0.000008798271,0.05500847,0.0000244681,0.000001540812,0.001274873,8.596837e-8,0.00003315476,0.00001564637,0.02768309,0.9158466],"study_design_scores_gemma":[0.00001591549,0.0001048127,0.0002004596,0.1294313,0.00006985244,0.00001142033,0.001158679,1.970248e-8,0.000004397191,0.00002792421,0.8687229,0.0002522626],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002683973,0.9943907,4.996122e-7,0.001102124,0.0009447925,0.002806281,0.0001113369,0.00005914923,0.0003167781],"genre_scores_gemma":[0.000009776566,0.9947836,0.0001868242,0.0000813142,0.0009604827,0.0005694295,0.0003368795,0.000004991471,0.003066737],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9155943,"threshold_uncertainty_score":0.5165002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1508014497618854,"score_gpt":0.4024056405735095,"score_spread":0.2516041908116241,"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."}}