{"id":"W1521236485","doi":"","title":"Informed Instruction: Graduate Students' Information Seeking Behaviour","year":2010,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Information seeking; Graduate students; Psychology; Mathematics education; Medical education; Pedagogy; Computer science; Information retrieval; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003699053,0.0003288547,0.0004637778,0.001387898,0.001669325,0.003131801,0.0005734247,0.001519348,0.005913908],"category_scores_gemma":[0.01260963,0.0004373507,0.0004510693,0.0008985017,0.0009378913,0.001282007,0.002140983,0.001956866,0.001356908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008700366,"about_ca_system_score_gemma":0.001566553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002436652,"about_ca_topic_score_gemma":0.005230166,"domain_scores_codex":[0.9982752,0.0005659292,0.0001119652,0.0001327973,0.0006305685,0.0002835036],"domain_scores_gemma":[0.9906155,0.003564542,0.001902357,0.0006529179,0.00116113,0.002103525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003275655,0.005617121,0.7792632,0.0002141935,0.00007010388,0.0003826547,0.1135457,0.00009853392,0.003840792,0.0008546772,0.003164531,0.09262079],"study_design_scores_gemma":[0.0001116667,0.003360488,0.8485473,0.0002301865,0.0001084671,0.0004627834,0.1295505,0.0006945485,0.003544467,0.00110476,0.01220004,0.00008476752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974321,0.00009716178,0.00005975651,0.0003831653,0.00000864537,0.00003155371,0.00003441731,0.000008861436,0.001944352],"genre_scores_gemma":[0.9944296,0.0001945361,0.0003393975,0.0005211444,0.00001302806,0.00004344937,0.00009446854,0.00000449903,0.004359894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005913908,"threshold_uncertainty_score":0.01978403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08735612027499487,"score_gpt":0.3535731670488334,"score_spread":0.2662170467738385,"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."}}