{"id":"W2993278287","doi":"10.11645/13.2.2578","title":"Connecting theory to practice","year":2019,"lang":"en","type":"article","venue":"Journal of Information Literacy","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Northwestern Polytechnic","funders":"","keywords":"Journaling file system; Library instruction; Session (web analytics); Computer science; Information literacy; Community of inquiry; Mathematics education; Pedagogy; Psychology; Library science; World Wide Web; Computer file","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":[0.0438211,0.001163877,0.001385587,0.00591828,0.005366983,0.01950671,0.005475285,0.005598278,0.009184521],"category_scores_gemma":[0.06025527,0.0008955682,0.001170643,0.004821173,0.02772349,0.01401407,0.01004346,0.006811776,0.00225731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0101549,"about_ca_system_score_gemma":0.01893477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002171186,"about_ca_topic_score_gemma":0.002167882,"domain_scores_codex":[0.938257,0.04936667,0.001749107,0.003430124,0.005488322,0.001708731],"domain_scores_gemma":[0.9166386,0.06777845,0.001673752,0.007314591,0.004488564,0.002106104],"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":[0.00003795437,0.000454051,0.00266119,0.001851599,0.00005302137,0.0004087076,0.04181962,0.001984906,0.0003507817,0.8398138,0.009692412,0.100872],"study_design_scores_gemma":[0.00008250318,0.0002026919,0.0008390178,0.005339715,0.00003594785,0.0003383953,0.0359531,0.002771436,0.0005200466,0.7737792,0.1801003,0.0000376407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.04094478,0.01406384,0.4739889,0.1018948,0.002355481,0.002608586,0.0002712435,0.0006266556,0.3632457],"genre_scores_gemma":[0.5603054,0.01374605,0.3974216,0.01230194,0.0005008489,0.004845109,0.000310725,0.0002877974,0.01028045],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0438211,"threshold_uncertainty_score":0.231751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006313831327353731,"score_gpt":0.311827590817485,"score_spread":0.3055137594901313,"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."}}