{"id":"W2275707431","doi":"10.14288/1.0067013","title":"Invitations to literacy : research on literacy interactions between authors and students","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Literacy; Mathematics education; Psychology; Computer science; Pedagogy","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":[0.01195314,0.0006653747,0.0008607001,0.004772866,0.01023224,0.007542709,0.001626006,0.001855152,0.004301184],"category_scores_gemma":[0.07625683,0.0006779843,0.0005867134,0.003710461,0.006499326,0.004394228,0.006389398,0.002941652,0.0007576546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009335711,"about_ca_system_score_gemma":0.01231582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05826757,"about_ca_topic_score_gemma":0.09241857,"domain_scores_codex":[0.9756954,0.0150714,0.001080956,0.001486425,0.004101618,0.002564057],"domain_scores_gemma":[0.8686682,0.100424,0.01316077,0.002472714,0.009326383,0.005947843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006453369,0.000100782,0.03585464,0.0001724776,0.000007846876,0.0004007196,0.9520288,0.00001021096,0.0004745466,0.0005577886,0.0001897872,0.01013792],"study_design_scores_gemma":[0.00001942659,0.0002451575,0.06374795,0.0003419229,0.00003708865,0.0005582013,0.9186265,0.00008417948,0.0008497887,0.0004104981,0.01502656,0.0000526933],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799331,0.0005610228,0.00119088,0.000413067,0.00004147691,0.0001755052,0.00008362911,0.00003247111,0.0175688],"genre_scores_gemma":[0.9946253,0.0005480535,0.000881444,0.0002388916,0.00003261858,0.0002396225,0.0000597698,0.00002657857,0.003347774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05826757,"threshold_uncertainty_score":0.1158568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05549956353142117,"score_gpt":0.3239232439863994,"score_spread":0.2684236804549782,"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."}}