{"id":"W4290802298","doi":"10.31468/dwr.923","title":"Student Inclusion through Theoretical Reframing","year":2022,"lang":"en","type":"article","venue":"Discourse and Writing/Rédactologie","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive reframing; Inclusion–exclusion principle; Inclusion (mineral); Pandemic; Frame (networking); Pedagogy; Sociology; Coronavirus disease 2019 (COVID-19); Political science; Psychology; Computer science; Social science; Medicine; Law; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01793413,0.0009469096,0.0008607198,0.002895569,0.0106262,0.01928287,0.003422784,0.003931426,0.007794478],"category_scores_gemma":[0.02741601,0.0004922361,0.0008226128,0.001249445,0.0395585,0.02013747,0.03085114,0.00938479,0.001233295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008563442,"about_ca_system_score_gemma":0.007125044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001621041,"about_ca_topic_score_gemma":0.001971933,"domain_scores_codex":[0.9742947,0.0195905,0.0005238947,0.00167463,0.002449092,0.001467164],"domain_scores_gemma":[0.98149,0.01099098,0.0008142736,0.003364014,0.001796087,0.001544764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000196707,0.00007584987,0.0003995474,0.00007609463,0.000005527837,0.0002346702,0.3722997,0.0001549782,0.0003261777,0.6042168,0.002452882,0.01973815],"study_design_scores_gemma":[0.00003290206,0.0000832679,0.0003267459,0.0003942205,0.00001746412,0.0004862023,0.2474256,0.001476467,0.0009380853,0.5026583,0.2461323,0.00002847517],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2264432,0.00326571,0.09107807,0.0997275,0.002488507,0.0003654078,0.00006405157,0.0004481504,0.5761194],"genre_scores_gemma":[0.9587569,0.0008121834,0.01316937,0.002741583,0.0002439156,0.0002446189,0.00004270921,0.000145014,0.02384361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01928287,"threshold_uncertainty_score":0.09484589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08320330669234531,"score_gpt":0.4644203596900822,"score_spread":0.3812170529977368,"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."}}