{"id":"W4405352415","doi":"10.18433/j37305","title":"13th Canadian Society for Pharmaceutical Sciences (CSPS) Annual Meeting and AFPC's First Annual Canadian Pharmacy Education and Research Conference (CPERC), Vancouver, BC, Canada. International Symposium: New Frontiers in Pharmaceutical Sciences","year":2010,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pharmaceutical sciences; Pharmacy; Library science; Political science; Medicine; Pharmacology; Law; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004297927,0.0002642903,0.0004575667,0.0007287484,0.001264181,0.0006568574,0.001770506,0.000216823,0.002008673],"category_scores_gemma":[0.0006333076,0.0002352742,0.00007920898,0.0008620591,0.001931768,0.001186038,0.0003972992,0.001087142,8.271743e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003569673,"about_ca_system_score_gemma":0.01057653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.960426,"about_ca_topic_score_gemma":0.9861942,"domain_scores_codex":[0.9971819,0.00032012,0.0005451426,0.000683143,0.0003092372,0.0009604925],"domain_scores_gemma":[0.9977043,0.000721466,0.0001674543,0.0001345267,0.0005162947,0.0007559659],"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":[0.0001505459,0.0001149938,0.399471,0.00005789424,0.0001807122,0.000008216552,0.0006358238,0.000007579378,0.02222475,0.0004276767,0.5214913,0.05522944],"study_design_scores_gemma":[0.001378845,0.00003297802,0.04544628,0.0002280769,0.00009657111,0.00004812771,0.00292685,0.001209954,0.01622287,0.00119177,0.9306951,0.0005225517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9095875,0.03256951,0.0001178102,0.03424535,0.01119326,0.001679461,0.00142199,0.00002287699,0.009162259],"genre_scores_gemma":[0.9847203,0.009223717,0.003108508,0.00200229,0.0002433082,0.00003374737,0.00001556346,0.0000200325,0.0006325108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4092038,"threshold_uncertainty_score":0.9989036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2328695659696785,"score_gpt":0.5658636532000836,"score_spread":0.332994087230405,"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."}}