{"id":"W2042678510","doi":"10.1002/tl.319","title":"Dynamic purposeful learning in information literacy","year":2008,"lang":"en","type":"article","venue":"New Directions for Teaching and Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Information literacy; Process (computing); Literacy; Critical literacy; Mathematics education; Psychology; Pedagogy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003012691,0.0004042641,0.0002743555,0.001056831,0.00137354,0.006787045,0.0006968706,0.001313849,0.004670327],"category_scores_gemma":[0.006961287,0.0001870214,0.0003426044,0.0008362926,0.01080011,0.005780644,0.006291491,0.001642903,0.0004761842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001747641,"about_ca_system_score_gemma":0.001521761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003440414,"about_ca_topic_score_gemma":0.0002972486,"domain_scores_codex":[0.9965286,0.002619374,0.00008535301,0.0001878,0.0003907364,0.0001883124],"domain_scores_gemma":[0.9923229,0.005668533,0.0005071376,0.0005980889,0.0003271679,0.0005760916],"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":[0.0000480832,0.0002000712,0.001584766,0.0003506483,0.000009562254,0.000280658,0.01540532,0.0009405651,0.00174962,0.8606704,0.00240429,0.1163561],"study_design_scores_gemma":[0.00003546524,0.0001024044,0.001263096,0.0004565748,0.00001331557,0.0004354416,0.005222064,0.003050373,0.002547376,0.9298033,0.0570435,0.00002702183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2020863,0.007040941,0.1916098,0.0219788,0.000474278,0.0002653139,0.00005150923,0.0003981458,0.5760949],"genre_scores_gemma":[0.970996,0.001337722,0.01830456,0.0008109264,0.0001199877,0.0001378601,0.00001765245,0.00003259297,0.008242659],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006787045,"threshold_uncertainty_score":0.0159328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049609230320255,"score_gpt":0.3103180635027834,"score_spread":0.2998219711995809,"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."}}