{"id":"W4206262143","doi":"10.7202/1082958ar","title":"Equality","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":"Peace and Human Rights Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dream; Class (philosophy); Psychology; Mathematics education; Law; Sociology; Political science; Epistemology; Philosophy; Psychotherapist","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001885566,0.0003880288,0.0007746519,0.0001777424,0.006426837,0.0004418233,0.0009630688,0.0001186634,0.0004470269],"category_scores_gemma":[0.0004547231,0.0002733666,0.0004737477,0.0004718246,0.0008674181,0.0009812791,0.0006164446,0.0006164322,0.00002547728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002103151,"about_ca_system_score_gemma":0.0005400298,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003387901,"about_ca_topic_score_gemma":0.08083942,"domain_scores_codex":[0.9967881,0.0007287137,0.0008340023,0.0005956512,0.0004911095,0.000562429],"domain_scores_gemma":[0.9967607,0.0008800364,0.0006680394,0.0006139576,0.0007283498,0.0003489096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009860184,0.001376793,0.0109854,0.00377853,0.000382069,0.00002704278,0.939168,0.00001782376,0.00002871933,0.03197191,0.008951707,0.003213374],"study_design_scores_gemma":[0.0005394848,0.0003652114,0.1699954,0.01552987,0.0004542733,0.0003177897,0.6847903,0.00002221492,0.00003648096,0.00477318,0.1224147,0.0007611325],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6003355,0.3510938,0.00004438236,0.02820088,0.0006948686,0.0003520945,0.00002870884,0.00006078258,0.0191889],"genre_scores_gemma":[0.6466172,0.3505361,0.0001325676,0.0001081686,0.001478993,0.00001894369,0.00001046383,0.00002526368,0.001072352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2543778,"threshold_uncertainty_score":0.9999719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02791093363318254,"score_gpt":0.3516614044390665,"score_spread":0.3237504708058839,"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."}}