{"id":"W1995697772","doi":"10.2304/elea.2007.4.3.367","title":"Teaching Writing in Five Canadian Provinces: A New Literacies Analysis","year":2007,"lang":"en","type":"article","venue":"E-Learning and Digital Media","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Perception; Class (philosophy); Mathematics education; Psychology; Pedagogy; Sociology; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003398545,0.0001160092,0.0001641954,0.0005377847,0.0002619774,0.0008612151,0.00006449829,0.00003809575,0.000230773],"category_scores_gemma":[0.0005881767,0.0001040513,0.00004821671,0.0001182976,0.00006836893,0.00072591,0.0000160373,0.0002904021,0.00003835909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006943371,"about_ca_system_score_gemma":0.0001432613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1119718,"about_ca_topic_score_gemma":0.3033966,"domain_scores_codex":[0.9990562,0.00002323935,0.0002481136,0.0001969534,0.000132978,0.0003424721],"domain_scores_gemma":[0.9991908,0.0003468063,0.00006363823,0.00006345431,0.00003942013,0.0002958774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006571651,0.0000156961,0.06249056,0.00001570944,0.00002830412,0.00001487707,0.8175616,0.000003282626,3.493956e-7,0.001489599,0.0002952402,0.1180782],"study_design_scores_gemma":[0.0002966293,0.00006586313,0.02141997,0.000169709,0.00007275352,0.000005290138,0.711459,0.0003135339,0.000003511221,0.001282829,0.2645534,0.0003575124],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9301829,0.000472066,0.0000116705,0.0002860846,0.00027927,0.00005671282,0.0000158343,0.00004620179,0.06864921],"genre_scores_gemma":[0.9870243,0.000006761498,0.00008610854,0.0001343279,0.001122127,0.000002214222,0.0001584104,0.00001066826,0.01145506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2642582,"threshold_uncertainty_score":0.8939416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166002747916772,"score_gpt":0.238028688821959,"score_spread":0.2263686613427913,"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."}}