{"id":"W2004595673","doi":"10.1108/rsr-09-2014-0040","title":"Piloting a blended model for sustainable IL programming","year":2015,"lang":"en","type":"article","venue":"Reference Services Review","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Information literacy; Originality; Computer science; Curriculum; Asynchronous communication; Blended learning; Learning Management; Medical education; Mathematics education; Pedagogy; Psychology; World Wide Web; Educational technology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001737045,0.0001114352,0.0002177685,0.00005206345,0.0004220654,0.0003204937,0.0005700287,0.00004956391,0.00005135859],"category_scores_gemma":[0.0001896662,0.00009029217,0.00005955082,0.0005810563,0.0000527376,0.01032144,0.00007980053,0.00007741338,0.00008865518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006740339,"about_ca_system_score_gemma":0.0007595046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003994975,"about_ca_topic_score_gemma":0.00004511225,"domain_scores_codex":[0.9984452,0.00007654327,0.0003609169,0.0001944217,0.0004096229,0.000513314],"domain_scores_gemma":[0.9987005,0.00004119358,0.0002133992,0.0002027829,0.0005887374,0.0002533766],"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":[0.00001747943,0.00007428769,0.0004454172,0.013372,0.00001470846,0.000002109659,0.03223661,0.0001519749,0.000001937533,0.7266073,0.006048612,0.2210276],"study_design_scores_gemma":[0.0001242342,0.0000368379,0.000007513477,0.0008845799,0.00001350487,4.748012e-7,0.008065474,0.012537,0.000002232508,0.004969505,0.9732153,0.0001432943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0167485,0.120983,0.009594271,0.05343584,0.0006375089,0.01487837,0.00006032559,0.001741081,0.7819211],"genre_scores_gemma":[0.527423,0.1192766,0.0977278,0.122062,0.001063198,0.002445301,0.0006574061,0.0001094815,0.1292353],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9671667,"threshold_uncertainty_score":0.7482794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0930246152535281,"score_gpt":0.3641634140024235,"score_spread":0.2711387987488954,"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."}}