{"id":"W4367678358","doi":"10.1111/lit.12321","title":"Working towards more socially just futures: five areas for transdisciplinary literacies research","year":2023,"lang":"en","type":"article","venue":"Literacy","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University; Nova Scotia Community College; Université de Montréal","funders":"","keywords":"Sociology; Pedagogy; Curriculum; Public relations; Inclusion (mineral); Political science; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09851649,0.0009983029,0.001805744,0.007883797,0.01662308,0.03656952,0.003739627,0.008051474,0.006757421],"category_scores_gemma":[0.04244381,0.0006941298,0.001871622,0.00815562,0.05210425,0.03451487,0.03206734,0.01153978,0.0006147057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03110436,"about_ca_system_score_gemma":0.1263469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03474182,"about_ca_topic_score_gemma":0.05697898,"domain_scores_codex":[0.9473031,0.03938369,0.002277257,0.002122428,0.00417,0.004743537],"domain_scores_gemma":[0.8727669,0.08681667,0.005736909,0.007539657,0.01499925,0.01214073],"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":[0.00008081312,0.0002857682,0.008640394,0.005130713,0.00007936818,0.0004847575,0.242224,0.0003446015,0.0005002465,0.5538881,0.009474072,0.1788672],"study_design_scores_gemma":[0.00002418686,0.0001044585,0.004819084,0.01554369,0.00007401554,0.0003104865,0.5877401,0.000491475,0.0004674465,0.2787743,0.1115737,0.00007720709],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06541456,0.1461246,0.04408428,0.6792805,0.002616183,0.0006625891,0.0001107025,0.0001536044,0.06155297],"genre_scores_gemma":[0.817457,0.08915006,0.05418697,0.03274687,0.000678,0.001238907,0.0001106687,0.00007874289,0.004352823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09851649,"threshold_uncertainty_score":0.5210112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1658760980650138,"score_gpt":0.513952753917881,"score_spread":0.3480766558528672,"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."}}