{"id":"W7100337761","doi":"","title":"Canadian Blood Services (CBS) and Hema-Quebec","year":2016,"lang":"en","type":"article","venue":"","topic":"Molecular spectroscopy and chirality","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[],"consensus_categories":[],"category_scores_codex":[0.001373646,0.001088635,0.0006487664,0.002092635,0.005149009,0.002805853,0.001433547,0.001265181,0.1008842],"category_scores_gemma":[0.005209395,0.0004045133,0.0005637653,0.002499887,0.0009909316,0.0005372767,0.0008700204,0.001602235,0.007028941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05206128,"about_ca_system_score_gemma":0.09726715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9819437,"about_ca_topic_score_gemma":0.9888968,"domain_scores_codex":[0.9981194,0.0001724039,0.00006449789,0.0002360563,0.0007880877,0.000619521],"domain_scores_gemma":[0.993485,0.0004494523,0.0003144577,0.0001315834,0.003908594,0.001710894],"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":[0.0008304719,0.0002067563,0.04184308,0.0004319762,0.0001395185,0.0009812328,0.0002998797,0.0007586619,0.0009845315,0.02370092,0.7991596,0.1306633],"study_design_scores_gemma":[0.0003192856,0.0001765085,0.1324914,0.0006758337,0.0001189227,0.001141901,0.001087393,0.001814516,0.002155708,0.002011751,0.8579253,0.00008152683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1086258,0.05487229,0.00349703,0.1042268,0.009005273,0.0007584231,0.09390079,0.001590749,0.6235229],"genre_scores_gemma":[0.308909,0.01813965,0.005519507,0.008546583,0.0007571081,0.0001931729,0.01270101,0.0003068581,0.6449271],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1008842,"threshold_uncertainty_score":0.3777328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00254978302764946,"score_gpt":0.1914796624800134,"score_spread":0.1889298794523639,"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."}}