{"id":"W3175792261","doi":"","title":"The Quest for Liquid Gold: Why Canada Should Provide Remuneration for Plasma Donations","year":2021,"lang":"en","type":"article","venue":"SFU Undergraduate Research Symposium Journal","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Remuneration; Donation; Business; Economic shortage; Purchasing; Medicine; Intensive care medicine; Political science; Finance; Marketing; Law; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003545103,0.0001779092,0.0001744047,0.0002591613,0.003323789,0.002756491,0.0004198237,0.00008457302,0.00003354744],"category_scores_gemma":[0.002022756,0.0001342196,0.0001458766,0.000697585,0.00009203181,0.001720848,0.00009671568,0.0006530777,0.0000113907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002267096,"about_ca_system_score_gemma":0.00187439,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01665949,"about_ca_topic_score_gemma":0.5327353,"domain_scores_codex":[0.9970829,0.000165378,0.0005234716,0.0003393885,0.001224346,0.0006644663],"domain_scores_gemma":[0.9938667,0.001857378,0.0002658957,0.0002582874,0.003680774,0.00007100673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007035562,0.0002192335,0.00009701565,0.0002298982,0.0002211806,0.00003499056,0.00004517009,0.0005484739,0.01013451,0.4924892,0.4869614,0.008315383],"study_design_scores_gemma":[0.001397052,0.00006454357,0.00002173375,0.00005103001,0.00006321446,0.0000474216,0.0004856962,0.0111426,0.001964014,0.02296876,0.9616147,0.0001792176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004453816,0.0004146118,0.006989393,0.967625,0.00197996,0.001320481,0.00003026744,0.00006129117,0.01712513],"genre_scores_gemma":[0.9654065,0.002561552,0.001508259,0.006949858,0.005521475,0.0006193292,0.0002627623,0.0001173505,0.0170529],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9609527,"threshold_uncertainty_score":0.9982787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07080327730860954,"score_gpt":0.3356463734578523,"score_spread":0.2648430961492427,"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."}}