{"id":"W6958637305","doi":"10.6084/m9.figshare.19235817","title":"Vancouver 2021.pdf","year":2022,"lang":"ca","type":"other","venue":"Dipòsit Digital de la Universitat de Barcelona (Universitat de Barcelona)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Identification (biology); Perspective (graphical)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003964178,0.001211059,0.0008609463,0.002293735,0.002554608,0.008535577,0.001312626,0.001569518,0.7094203],"category_scores_gemma":[0.001205383,0.0006320604,0.0004128581,0.003752154,0.0004573192,0.001612541,0.002109432,0.001723675,0.5883185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005302831,"about_ca_system_score_gemma":0.004374754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3490446,"about_ca_topic_score_gemma":0.5069728,"domain_scores_codex":[0.9994799,0.00003251176,0.00002040875,0.00005824545,0.0003009697,0.000107932],"domain_scores_gemma":[0.9988668,0.00006296421,0.0000299694,0.00009103392,0.0006856437,0.0002635501],"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":[0.0000215927,0.000007210328,0.00008928954,0.00008884284,0.000001640697,0.00002525625,0.0000275363,0.00003780995,0.00005057658,0.001368619,0.9688639,0.02941771],"study_design_scores_gemma":[0.000003137698,0.000001453856,0.0002968365,0.00005161143,8.464576e-7,0.00001038972,0.00003851083,0.00001436265,0.00004683619,0.0001206421,0.9994115,0.000003799519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003829666,0.002064901,0.0002137645,0.0009560521,0.00107825,0.00006147595,0.0295442,0.001496419,0.9642019],"genre_scores_gemma":[0.001384978,0.001192974,0.0001958169,0.0002266365,0.00007410995,0.00002781594,0.007747137,0.0008411419,0.9883095],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3490446,"threshold_uncertainty_score":0.6940259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003649699790805518,"score_gpt":0.1974638755613491,"score_spread":0.1938141757705436,"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."}}