{"id":"W4389500286","doi":"10.47649/vau.2023.v70.i3.04","title":"INCLUSION: A CANADIAN PERSPECTIVE","year":2023,"lang":"en","type":"article","venue":"«Вестник Атырауского университета имени Халела Досмухамедова»","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Vision; Perspective (graphical); Context (archaeology); Inclusion (mineral); Public relations; Sociology; Political science; Pedagogy; Social science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003780621,0.0005658694,0.0006168463,0.001329168,0.01010214,0.0003961314,0.001418183,0.0005310827,0.002465093],"category_scores_gemma":[0.002119512,0.0005848349,0.000313565,0.005144515,0.0007300382,0.0007748879,0.001505071,0.0008886218,0.00370214],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004026327,"about_ca_system_score_gemma":0.004278321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5476224,"about_ca_topic_score_gemma":0.7416193,"domain_scores_codex":[0.9933289,0.001065594,0.0006093118,0.001155877,0.001784701,0.002055579],"domain_scores_gemma":[0.9958389,0.0005486353,0.0002352617,0.0008765894,0.0009496359,0.00155099],"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":[0.0001137521,0.0002161171,0.006620074,0.00002914766,0.0001555393,0.0005032538,0.2796538,0.00006726216,0.00126444,0.4307926,0.263288,0.01729602],"study_design_scores_gemma":[0.0008241442,0.000176419,0.004963032,0.0001103485,0.00004948798,0.000008926995,0.06069706,0.0004804287,0.0001868888,0.03252782,0.8989658,0.001009606],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2236651,0.00101879,0.0001005032,0.05458057,0.003461347,0.001513365,0.0002135233,0.00254655,0.7129002],"genre_scores_gemma":[0.9738899,0.0005068869,0.0002325326,0.002017598,0.001687244,0.0001063399,0.00008866042,0.0001080867,0.02136273],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7502248,"threshold_uncertainty_score":0.999797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02502644619853588,"score_gpt":0.3503815256294468,"score_spread":0.3253550794309109,"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."}}