{"id":"W51004843","doi":"","title":"Literacy Instruction Through Communicative and Visual Arts.","year":2005,"lang":"en","type":"article","venue":"Teacher librarian","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Visual literacy; Language arts; Literacy; Psychology; The arts; Communicative language teaching; Linguistics; Pedagogy; Sociology; Visual arts; Art; Language education; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009053415,0.0001230654,0.0001207709,0.0000558378,0.0002936723,0.0004478871,0.0001140004,0.0000465827,0.002924043],"category_scores_gemma":[0.0000170922,0.0001075307,0.00003116768,0.00003223107,0.0001997345,0.003050546,0.00005037231,0.0002072857,0.0001386188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002347624,"about_ca_system_score_gemma":0.00003489093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002171754,"about_ca_topic_score_gemma":0.00007124827,"domain_scores_codex":[0.9993098,0.0000760752,0.0001954712,0.0001660163,0.00008910734,0.0001635091],"domain_scores_gemma":[0.9995862,0.00004285245,0.00007700094,0.0001966398,0.00003376937,0.00006357863],"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":[0.00001380995,0.0001279997,0.001326786,0.00001139466,0.00001961453,2.757893e-7,0.846742,1.057681e-7,0.000003212363,0.06003043,0.00595096,0.08577346],"study_design_scores_gemma":[0.0004219093,0.00005238833,0.00277746,0.00003223559,0.00001893159,0.000005137751,0.05968686,0.000278142,0.00009074659,0.007140633,0.9293122,0.0001834137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8907422,0.0007408783,0.00002175489,0.004082435,0.0005278458,0.0001179855,0.000005909475,0.0001376666,0.1036233],"genre_scores_gemma":[0.9857712,0.00005427806,0.001054689,0.001115228,0.00287916,0.00001879793,0.00008926517,0.00002056186,0.008996754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9233612,"threshold_uncertainty_score":0.9979874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04330081049907918,"score_gpt":0.2912405061092029,"score_spread":0.2479396956101237,"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."}}