{"id":"W2578966383","doi":"10.1080/09585176.2016.1271344","title":"The effects of discourses in regional contexts on the development of curriculum‐based literacy standards for adolescents in schooling: a comparative study of South Australia and Ontario","year":2017,"lang":"en","type":"article","venue":"The Curriculum Journal","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Literacy; Pedagogy; CONTEST; Sociology; Critical discourse analysis; Discourse analysis; Curriculum development; Cohesion (chemistry); Political science; Mathematics education; Psychology; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002165051,0.0000998719,0.0002263323,0.00006811335,0.000868505,0.0001054181,0.0004625962,0.00002993056,0.000008338338],"category_scores_gemma":[0.0009036949,0.0000477327,0.00005300283,0.00008794231,0.0003575152,0.00009371561,0.00003146135,0.0002861936,2.496224e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001535831,"about_ca_system_score_gemma":0.001075248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01701712,"about_ca_topic_score_gemma":0.1045772,"domain_scores_codex":[0.998367,0.0004359186,0.0004362959,0.00009412838,0.0004750101,0.0001916695],"domain_scores_gemma":[0.9983147,0.0003938542,0.000717031,0.0001697371,0.000341935,0.00006270348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001427686,0.0008612022,0.5445487,0.00003380835,0.00002899836,5.692697e-7,0.4512442,0.00001928989,0.00001586726,0.00116971,0.0002055037,0.001729374],"study_design_scores_gemma":[0.002348063,0.0002317194,0.9000164,0.001398698,0.00002378379,6.569259e-7,0.09399626,0.00006852818,0.0002173417,0.0003240572,0.001281644,0.00009289042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998293,0.0001010117,0.000005159711,0.0004999497,0.0002435884,0.0007805984,0.000004577662,0.000001099624,0.00007100278],"genre_scores_gemma":[0.9997759,0.00001033637,0.00003924449,0.00001751724,0.00006735966,0.00002249329,3.309563e-7,0.000003005438,0.00006379931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3572479,"threshold_uncertainty_score":0.9895287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1017260796772026,"score_gpt":0.4893879888654477,"score_spread":0.3876619091882452,"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."}}