{"id":"W2281814132","doi":"","title":"When Google meets Scholar: An examination of post-secondary students online search strategies and the extent of assistance from their instructors","year":2012,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec en Outaouais; Heritage College","funders":"","keywords":"Medical education; World Wide Web; Computer science; Mathematics education; Internet privacy; Multimedia; Psychology; Data science; 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":[0.0008556785,0.0001120605,0.0002275825,0.000292453,0.0002014044,0.00005203444,0.0003507479,0.0001224688,0.0002856097],"category_scores_gemma":[0.0005243042,0.00008191147,0.00001931306,0.0002950094,0.001348811,0.0004941023,0.00007636196,0.0004511576,0.000001546305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002830207,"about_ca_system_score_gemma":0.0008335063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003511037,"about_ca_topic_score_gemma":0.003794849,"domain_scores_codex":[0.9986235,0.0003105402,0.0002492118,0.0001988766,0.0004021006,0.0002157598],"domain_scores_gemma":[0.9985424,0.0006952445,0.000155999,0.0001749456,0.0003326666,0.00009870763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004168833,0.000449741,0.08390243,0.00001788691,0.0000438797,2.341561e-7,0.0251327,2.166127e-7,0.001250764,0.7839328,0.0000152862,0.1052124],"study_design_scores_gemma":[0.000663331,0.00008763361,0.7317879,0.00008193417,0.00002412145,9.277365e-7,0.05442883,0.00001402496,0.0006619182,0.211461,0.0006653472,0.0001230202],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9301224,0.001193248,0.000003018662,0.06741241,0.0003886144,0.000167659,0.00005397297,0.00001950964,0.0006391546],"genre_scores_gemma":[0.9975466,0.0005024082,0.001397909,0.000040494,0.0003024284,0.00002115732,0.00008478603,0.00000639037,0.00009787489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6478854,"threshold_uncertainty_score":0.4969749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03502603103738642,"score_gpt":0.3321581681357604,"score_spread":0.297132137098374,"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."}}