{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002897059,0.00009438518,0.000121732,0.00006413733,0.0004626781,0.000838455,0.0001489289,0.00009734515,0.00008890611],"category_scores_gemma":[0.002328414,0.00009312447,0.00001795516,0.0003351557,0.0002895477,0.001203751,0.00009272752,0.0001890293,0.00002060923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003733799,"about_ca_system_score_gemma":0.0003576016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008978213,"about_ca_topic_score_gemma":0.00003417039,"domain_scores_codex":[0.9991694,0.00002028394,0.0001288968,0.0002591948,0.0001906602,0.0002315432],"domain_scores_gemma":[0.9985048,0.00007007115,0.00007052405,0.0000495246,0.001197941,0.000107152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003626203,0.00003358873,0.01250473,0.00001326052,0.000006187774,0.000002580813,0.5742466,5.892041e-9,0.0001423197,0.3786871,0.005640076,0.02871999],"study_design_scores_gemma":[0.00008162251,0.00002894776,0.002024658,0.00006003708,0.00000475518,0.000004166684,0.718888,0.00000484437,0.000932569,0.02553243,0.2522889,0.0001489897],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.773901,0.0001950424,0.00002884063,0.009716459,0.0001024436,0.0000926635,0.00001099219,0.0002430477,0.2157096],"genre_scores_gemma":[0.9855428,0.0001980289,0.001675943,0.0003788422,0.000083178,0.00001627441,0.000003257405,0.000005470439,0.01209623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3531546,"threshold_uncertainty_score":0.8085241,"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."}}