{"id":"W2589053001","doi":"10.29173/cais562","title":"Looking for Information-Literate Thinking in Undergraduate Subject Searching","year":2013,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Subject (documents); Humanities; Psychology; Library science; Computer science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001367516,0.0003372859,0.0005497533,0.0002919534,0.0002587551,0.004754647,0.001518863,0.0002866668,0.00006751557],"category_scores_gemma":[0.009808671,0.0002866544,0.0002198921,0.00050269,0.0005487106,0.01613992,0.0003947238,0.0005192127,0.00001994126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001447579,"about_ca_system_score_gemma":0.0004537986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004597686,"about_ca_topic_score_gemma":0.00007187582,"domain_scores_codex":[0.9975047,0.00007532111,0.0009677981,0.0003072811,0.0003881732,0.0007567267],"domain_scores_gemma":[0.9708542,0.000695913,0.001084204,0.000195719,0.02706034,0.0001095969],"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":[0.0002222274,0.0002625643,0.2306055,0.002489117,0.0002499804,7.929896e-7,0.1854716,0.0001051313,0.001234156,0.5525481,0.01059152,0.01621922],"study_design_scores_gemma":[0.001805031,0.0006253383,0.4534085,0.002677462,0.0001256327,0.00007870203,0.05894107,0.001465153,0.002507402,0.3939579,0.08365633,0.0007515228],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9329901,0.0008184765,0.00007358556,0.02719206,0.0008648479,0.0009734649,0.0001696931,0.00003017993,0.03688753],"genre_scores_gemma":[0.9955304,0.0002373512,0.001171238,0.0004856603,0.0001734682,0.0001607685,0.00001769597,0.00002508803,0.002198311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.222803,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03176757990651553,"score_gpt":0.3032418932025624,"score_spread":0.2714743132960469,"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."}}