{"id":"W2549959229","doi":"10.15273/pnsis.v47i2.4337","title":"Supporting Science in Canada","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007110998,0.0008721091,0.002206614,0.003585522,0.007205056,0.007173142,0.004252603,0.007272328,0.5176433],"category_scores_gemma":[0.04678053,0.000863635,0.001013918,0.00830809,0.002525338,0.002929551,0.004167232,0.003422886,0.1367916],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03056081,"about_ca_system_score_gemma":0.2237625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8175903,"about_ca_topic_score_gemma":0.881483,"domain_scores_codex":[0.99163,0.0005525937,0.0004324166,0.000548806,0.004442503,0.002393695],"domain_scores_gemma":[0.9347431,0.005142074,0.001081586,0.003781734,0.04373826,0.01151325],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001776805,0.00002174931,0.0005325728,0.0005172881,0.00002770224,0.0001359904,0.0001089426,0.00006754322,0.0003434134,0.00607128,0.9663917,0.02560403],"study_design_scores_gemma":[0.0000911259,0.00002393307,0.001756342,0.0004235118,0.00001907965,0.0000600752,0.0001912324,0.0001933938,0.0002316846,0.0009106887,0.9960824,0.0000165942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002538888,0.005771755,0.001434576,0.1158221,0.02638643,0.001209131,0.1186414,0.001350514,0.7268452],"genre_scores_gemma":[0.03777708,0.0066234,0.002287567,0.0110991,0.001548638,0.0005136702,0.0372715,0.0004911929,0.9023878],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.992889,"threshold_uncertainty_score":0.6880233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07022540202058507,"score_gpt":0.3730166950966455,"score_spread":0.3027912930760605,"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."}}