{"id":"W6977500025","doi":"10.6084/m9.figshare.24113125","title":"Additional file 6 of Characterizing Canadian funded partnered health research projects between 2011 and 2019: a retrospective analysis","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Sensory Analysis and Statistical Methods","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Manitoba; University of British Columbia; George & Fay Yee Centre for Healthcare Innovation","funders":"","keywords":"General partnership; Field (mathematics); Health services research; MEDLINE; Public health; Health care; Government (linguistics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002830558,0.0000804969,0.0002883664,0.000126345,0.0003041993,0.00004373019,0.0001190597,0.00006898728,0.9710627],"category_scores_gemma":[0.003782577,0.00003753204,0.00008825657,0.001836663,0.00002325951,0.00005241692,0.00005475786,0.0001541646,0.0007147872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004247068,"about_ca_system_score_gemma":0.0000647734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007819973,"about_ca_topic_score_gemma":0.03281315,"domain_scores_codex":[0.9985276,0.0003266732,0.0001912409,0.0002971799,0.0002780083,0.0003792402],"domain_scores_gemma":[0.9954066,0.003948507,0.00009506645,0.00005672278,0.0002109645,0.0002821111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000001399049,0.000005104696,0.0008283171,0.000009671,0.00007046473,0.000003277032,0.00002579259,1.045901e-7,0.00003598742,0.000008859355,0.9881665,0.0108445],"study_design_scores_gemma":[0.00001221918,0.00006901816,0.6609669,0.00008234654,0.000007618828,1.81496e-7,0.000067161,0.00009981516,0.00000929872,0.00009600078,0.3385348,0.00005467714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002618832,0.00001159167,3.77021e-8,0.0005938598,0.000003114098,0.0001243205,0.9959522,0.00002151716,0.0006744855],"genre_scores_gemma":[0.03181978,0.000002872936,0.0001793614,0.00007626291,0.0001243729,0.0001542894,0.965651,9.449288e-7,0.001991052],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9703479,"threshold_uncertainty_score":0.998787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3292246927687673,"score_gpt":0.3868918625877487,"score_spread":0.0576671698189814,"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."}}