{"id":"W2185574119","doi":"10.36510/learnland.v3i1.323","title":"On Screen: Writing, Images and What It Means to Be a Reader","year":2009,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education, Recreation and Sports","funders":"","keywords":"Reading (process); Literacy; Face (sociological concept); Curriculum; Reading comprehension; Language arts; Visual literacy; Pedagogy; Comprehension; Linguistics; Sociology; Psychology; Mathematics education; Social science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006604727,0.0002951867,0.0001873357,0.0005979149,0.001770876,0.009194002,0.0004538597,0.001867577,0.02531857],"category_scores_gemma":[0.005019816,0.0001305096,0.0001434991,0.0004391473,0.00492997,0.007663767,0.002265694,0.00136784,0.006093954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007489769,"about_ca_system_score_gemma":0.000406249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001353996,"about_ca_topic_score_gemma":0.001953352,"domain_scores_codex":[0.9992483,0.000424624,0.00002440351,0.00009157897,0.0001397469,0.00007134211],"domain_scores_gemma":[0.9983065,0.0009217028,0.0001483426,0.0001518755,0.0002319286,0.0002397109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002226693,0.0001485018,0.008946763,0.0006784326,0.00002272422,0.00194386,0.2085859,0.0001475834,0.009228126,0.2187669,0.1803789,0.3709297],"study_design_scores_gemma":[0.0000175951,0.0001132504,0.01059547,0.0008839438,0.00002343732,0.001959631,0.1010291,0.0001896249,0.003172392,0.05112413,0.8308539,0.00003751528],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07945622,0.007541498,0.008004577,0.04489446,0.00122278,0.00003391732,0.000238036,0.0004447296,0.8581637],"genre_scores_gemma":[0.7949016,0.005471229,0.004903803,0.007536311,0.0008720998,0.00006327216,0.0002083594,0.0004187165,0.1856246],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02531857,"threshold_uncertainty_score":0.08469903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169406976401374,"score_gpt":0.2564622790757007,"score_spread":0.234768209311687,"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."}}