{"id":"W4206435933","doi":"10.7202/1082387ar","title":"Fair","year":2021,"lang":"en","type":"article","venue":"First Peoples Child & Family Review An Interdisciplinary Journal Honouring the Voices Perspectives and Knowledges of First Peoples","topic":"Central Asia Education and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brampton Civic Hospital","funders":"","keywords":"Dream; Class (philosophy); Psychology; Law; Mathematics education; Political science; Philosophy; Epistemology; Psychotherapist","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009835943,0.0003874287,0.0007038479,0.0001205611,0.005061659,0.000405343,0.0009051188,0.0001216865,0.000640958],"category_scores_gemma":[0.0005011702,0.0002700651,0.000510737,0.0006199029,0.0006555505,0.0007552835,0.0005554174,0.0006331258,0.00002738572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794249,"about_ca_system_score_gemma":0.0004513932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001413834,"about_ca_topic_score_gemma":0.03636251,"domain_scores_codex":[0.9972252,0.0004852607,0.0007141081,0.0005540799,0.0004579755,0.0005634331],"domain_scores_gemma":[0.9973515,0.000542371,0.0005280739,0.0004799486,0.0006902152,0.0004078875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009388166,0.001436845,0.01639568,0.003125464,0.0003959602,0.00003646791,0.9366025,0.00002513802,0.00003618645,0.01482884,0.0214838,0.005539286],"study_design_scores_gemma":[0.000373164,0.0001927407,0.1150112,0.009374497,0.0002494594,0.0003516277,0.7183182,0.00001211646,0.00002418608,0.0008162906,0.1548013,0.0004752245],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4257401,0.4788582,0.00003217447,0.07194857,0.000977959,0.0004465418,0.00003548614,0.00007826649,0.02188274],"genre_scores_gemma":[0.6168277,0.3805533,0.0001350306,0.0001628771,0.001243994,0.00001683404,0.000009682625,0.00002415054,0.001026458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2182843,"threshold_uncertainty_score":0.9999751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590256293963367,"score_gpt":0.3246273718063911,"score_spread":0.3087248088667574,"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."}}