{"id":"W2038014766","doi":"10.1111/j.1467-9345.2007.00446.x","title":"Writing texts with Radical Change characteristics","year":2007,"lang":"en","type":"article","venue":"Literacy","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Intertextuality; Linguistics; Taxonomy (biology); Reading (process); Psychology; Pedagogy; Sociology; Literature; Mathematics education; Art; Ecology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003837743,0.0004491786,0.0003199577,0.002474348,0.003793113,0.006512125,0.0006725259,0.001101189,0.006091765],"category_scores_gemma":[0.01549956,0.0001968546,0.0004017777,0.001437494,0.008090305,0.005006753,0.004083213,0.001906493,0.0008633799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001762696,"about_ca_system_score_gemma":0.001184361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005782852,"about_ca_topic_score_gemma":0.001323019,"domain_scores_codex":[0.9956132,0.002446607,0.0002256993,0.0005020897,0.0009621065,0.0002503011],"domain_scores_gemma":[0.9759021,0.01671859,0.002837787,0.00193526,0.001715364,0.0008908492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006303225,0.0001605123,0.01050365,0.0004344649,0.00003211627,0.001870473,0.8308429,0.0002126132,0.005478915,0.06032159,0.003554872,0.0865248],"study_design_scores_gemma":[0.00003109644,0.0003484867,0.01845587,0.0009085792,0.00004931095,0.003663249,0.5330765,0.0006284239,0.009822553,0.03907797,0.3938656,0.00007247307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7619047,0.002183635,0.0125339,0.003968876,0.0004567919,0.0001979363,0.0001026378,0.0001805504,0.218471],"genre_scores_gemma":[0.9800627,0.0007144642,0.003871608,0.0002743852,0.0001159669,0.00005096614,0.00006216297,0.00005915396,0.01478861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006512125,"threshold_uncertainty_score":0.02037901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0311996873296693,"score_gpt":0.2698188180684334,"score_spread":0.2386191307387641,"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."}}