{"id":"W2554021365","doi":"10.1126/science.aal0369","title":"Canada wants your nominations for its national science adviser","year":2016,"lang":"en","type":"article","venue":"Science","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01018876,0.0009011891,0.001706769,0.004186234,0.01588579,0.01635403,0.002537394,0.02527639,0.1580746],"category_scores_gemma":[0.03977628,0.0007577679,0.001932628,0.002808131,0.00347662,0.003211411,0.003373059,0.01368815,0.0597169],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03052109,"about_ca_system_score_gemma":0.1611883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6173219,"about_ca_topic_score_gemma":0.8483499,"domain_scores_codex":[0.9813518,0.000893945,0.0004825906,0.0006430254,0.01206739,0.004561313],"domain_scores_gemma":[0.8734208,0.005921038,0.001486785,0.002223045,0.0700608,0.04688758],"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":[0.00002517677,0.00002191869,0.0004174241,0.00001997647,0.00000605964,0.00006555186,0.00002463217,0.0000199936,0.00006662468,0.001127635,0.9956784,0.002526664],"study_design_scores_gemma":[0.00004192804,0.00002616783,0.00142812,0.00006202144,0.0000124023,0.00003839426,0.0004340865,0.00009214257,0.000116192,0.0006729616,0.9970517,0.00002382224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002321977,0.001722955,0.0004340727,0.6446344,0.09497637,0.00038519,0.002648299,0.0003571327,0.2525198],"genre_scores_gemma":[0.01015601,0.001277766,0.0008877515,0.2110408,0.009928565,0.000142059,0.001119643,0.0001773255,0.7652701],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9694789,"threshold_uncertainty_score":0.7698635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04183549611999659,"score_gpt":0.362585442571272,"score_spread":0.3207499464512754,"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."}}