{"id":"W3128208140","doi":"10.29173/iasl7589","title":"Collaborative Teaching, Reading and Literacy","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Functional illiteracy; Newspaper; Literacy; Publishing; Mathematics education; Information literacy; Pedagogy; School library; Psychology; Computer science; Sociology; Library science; Media studies; Political science; Literature; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001588279,0.0004050634,0.0005259569,0.001395816,0.003444788,0.0114034,0.0009553509,0.002418762,0.01787721],"category_scores_gemma":[0.004205184,0.0002235485,0.0003776867,0.002031463,0.009945021,0.004416409,0.005890499,0.001573164,0.002398793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00329504,"about_ca_system_score_gemma":0.003679328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002734616,"about_ca_topic_score_gemma":0.003822328,"domain_scores_codex":[0.9960535,0.001787546,0.0002021158,0.0006330494,0.0009041486,0.0004196936],"domain_scores_gemma":[0.9955757,0.002402008,0.0005408895,0.0005056077,0.0002182232,0.0007576427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005874706,0.0002511661,0.002414845,0.001264785,0.00002384909,0.00102528,0.04719919,0.000327198,0.0007769406,0.5648444,0.03082894,0.3509845],"study_design_scores_gemma":[0.00004977954,0.0001783579,0.007901018,0.00195329,0.00002639084,0.002121803,0.0220552,0.0003107494,0.0008469211,0.1973829,0.7671363,0.0000373414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02216818,0.03451201,0.01090598,0.01114645,0.0009847367,0.00008578609,0.0000859366,0.0002796982,0.9198312],"genre_scores_gemma":[0.8051762,0.02196999,0.01296061,0.002805851,0.001246928,0.0002604418,0.0001584013,0.0001876836,0.155234],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01787721,"threshold_uncertainty_score":0.05980527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02264981128991599,"score_gpt":0.3459154827686191,"score_spread":0.3232656714787031,"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."}}