{"id":"W3126762626","doi":"10.29173/iasl7623","title":"From Early Literacy to Information Literacy","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Active listening; Reading (process); Literacy; Construct (python library); Mathematics education; Set (abstract data type); Pedagogy; Curriculum; Task (project management); Psychology; Information literacy; Learning to read; Computer science; Linguistics; Communication; Engineering","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":[0.0008151376,0.0002621228,0.0001754566,0.001897057,0.001295603,0.004685404,0.0003545686,0.001205054,0.005914104],"category_scores_gemma":[0.003804093,0.000151573,0.0001338583,0.001409161,0.007361284,0.004898802,0.003539852,0.00305514,0.001038197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002597212,"about_ca_system_score_gemma":0.00215038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003233248,"about_ca_topic_score_gemma":0.002424853,"domain_scores_codex":[0.9988489,0.0005094635,0.00006499856,0.0001295094,0.0002573529,0.000189767],"domain_scores_gemma":[0.9976537,0.001456774,0.0001781562,0.00009665108,0.0003136265,0.0003012081],"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":[0.00005676684,0.0001171343,0.006078956,0.0006737504,0.000007226764,0.001345432,0.0572945,0.000107106,0.0007300169,0.6967449,0.02757229,0.209272],"study_design_scores_gemma":[0.00001676018,0.0001352808,0.01370371,0.002356223,0.00000904702,0.001936662,0.0199674,0.0001715611,0.001124006,0.3456115,0.6149365,0.00003140015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07247636,0.08115888,0.01233895,0.08351775,0.001094079,0.00008957517,0.0002293052,0.0001400378,0.748955],"genre_scores_gemma":[0.8506517,0.06079805,0.005592057,0.01170836,0.001105747,0.0001420762,0.0001380536,0.00006993439,0.06979396],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.005914104,"threshold_uncertainty_score":0.01978463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961878750725388,"score_gpt":0.3132496570428774,"score_spread":0.2936308695356236,"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."}}