{"id":"W2774365194","doi":"10.5206/cjsotl-rcacea.2017.3.13","title":"Changes in First-Year Students’ Use of Research Resources: Impacts of an Interdisciplinary Seminar Program on Research and Literacy Learning Outcomes","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal for the Scholarship of Teaching and Learning","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Guelph","funders":"","keywords":"The Internet; Psychology; Information literacy; Graduate students; Mathematics education; Library science; Pedagogy; Humanities; Sociology; Art; Computer science","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":[0.006297181,0.0005353918,0.0006069876,0.001218184,0.001315625,0.002902741,0.001597928,0.001070269,0.004024331],"category_scores_gemma":[0.01760913,0.0003305338,0.0008543163,0.0007415794,0.001047097,0.00103659,0.002666607,0.002225256,0.0008102395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00187678,"about_ca_system_score_gemma":0.002681555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008668881,"about_ca_topic_score_gemma":0.01360596,"domain_scores_codex":[0.9974693,0.0005847794,0.0001668074,0.0003144277,0.000599273,0.0008653844],"domain_scores_gemma":[0.9771006,0.004493267,0.004409495,0.0007334392,0.002156111,0.0111071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003543701,0.02560028,0.8147082,0.0003212862,0.0001948054,0.0005254057,0.02514727,0.0004290922,0.005947634,0.0003251016,0.002126384,0.1211308],"study_design_scores_gemma":[0.00005778006,0.004147991,0.9856206,0.00004092916,0.00003121252,0.00003473766,0.007768236,0.0001715221,0.001102783,0.00009046355,0.0009103849,0.00002343672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992821,0.00006395245,0.00002536754,0.00008903186,0.00001138146,0.00002330887,0.00003477791,0.000006554322,0.0004634912],"genre_scores_gemma":[0.9986902,0.00006230551,0.0001115433,0.00007841738,0.00001148008,0.00004906153,0.00009053147,0.000003333274,0.0009032619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008668881,"threshold_uncertainty_score":0.03330308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.182554815242538,"score_gpt":0.5353421776768433,"score_spread":0.3527873624343054,"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."}}