{"id":"W2153280005","doi":"10.21083/partnership.v6i2.1515","title":"DO Get Technical! Using Technology in Library Instruction","year":2011,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Web and Library Services","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Polling; Session (web analytics); Computer science; Multimedia; World Wide Web; Library instruction; Digital library; Information literacy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001779133,0.0004613166,0.0002883512,0.001877199,0.005847812,0.009795954,0.000902068,0.001912052,0.05716976],"category_scores_gemma":[0.004436919,0.0003173393,0.0003761198,0.002067302,0.003576931,0.008506499,0.006568091,0.002114848,0.0300377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002947167,"about_ca_system_score_gemma":0.004285393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01346059,"about_ca_topic_score_gemma":0.04214973,"domain_scores_codex":[0.9980904,0.0004981626,0.00009017544,0.0001611216,0.0007225193,0.0004375402],"domain_scores_gemma":[0.9981735,0.0004991601,0.0001079755,0.0001683561,0.000315786,0.0007352642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003612062,0.0001711559,0.002299214,0.0005749509,0.000009462691,0.0004393381,0.02500984,0.00007092126,0.001857375,0.02465405,0.4423064,0.5025711],"study_design_scores_gemma":[0.000003630024,0.00003306806,0.001744799,0.0002385817,0.000004394878,0.0002469939,0.007385334,0.00002827278,0.0003354604,0.001938667,0.9880243,0.00001641697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0282827,0.01812053,0.009548002,0.09176328,0.005797019,0.0001592385,0.0003022167,0.002231814,0.8437952],"genre_scores_gemma":[0.2451338,0.03306434,0.01776882,0.01895288,0.001797176,0.0003201636,0.0004785192,0.001082203,0.6814021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05716976,"threshold_uncertainty_score":0.1912519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0717720257694756,"score_gpt":0.3216315006046136,"score_spread":0.249859474835138,"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."}}