{"id":"W7015405010","doi":"","title":"Scholars Portal: The Canadian Experience","year":2007,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Directorate for Biological Sciences","keywords":"Suite; Presentation (obstetrics); Information system; Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01260053,0.0005752981,0.0005719632,0.004383995,0.03327985,0.01934288,0.002712959,0.003344246,0.03373477],"category_scores_gemma":[0.01454488,0.000658865,0.0005032075,0.02072652,0.0103258,0.008829204,0.009805376,0.004016248,0.004188196],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1411876,"about_ca_system_score_gemma":0.3710283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9885164,"about_ca_topic_score_gemma":0.9942405,"domain_scores_codex":[0.9904743,0.001436839,0.0003686278,0.0007098741,0.004335684,0.002674758],"domain_scores_gemma":[0.9732984,0.00160086,0.0005078174,0.0006481886,0.007981419,0.01596327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002533062,0.0001818597,0.00855841,0.0006376876,0.00002966044,0.001600461,0.07083665,0.0002546981,0.0007804148,0.1755608,0.6133053,0.1280008],"study_design_scores_gemma":[0.00001540721,0.0000169414,0.003136238,0.0001942366,0.000009189349,0.0001794575,0.02475313,0.00005333851,0.0001219472,0.001647398,0.9698325,0.00004020401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0685612,0.0372644,0.002304676,0.2996491,0.00455759,0.0002535228,0.005494288,0.001031233,0.580884],"genre_scores_gemma":[0.441379,0.0717361,0.006774281,0.03574522,0.0009148127,0.0001877913,0.003861106,0.001317183,0.4380845],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9806571,"threshold_uncertainty_score":0.9961007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08959591830478118,"score_gpt":0.299108895778503,"score_spread":0.2095129774737218,"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."}}