{"id":"W3165530606","doi":"10.1161/strokeaha.121.035332","title":"Applying for Junior Faculty Positions as a Research Scientist","year":2021,"lang":"en","type":"review","venue":"Stroke","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Biotechnology and Biological Sciences Research Council","keywords":"Silence; Medicine; Library science; Medical education; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01664322,0.001152582,0.001831173,0.002405236,0.002355496,0.006083986,0.003628916,0.005202764,0.1558426],"category_scores_gemma":[0.02774747,0.0004806391,0.001514265,0.003174546,0.001758038,0.005261356,0.006555874,0.00505093,0.08390642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002377731,"about_ca_system_score_gemma":0.01944553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001611415,"about_ca_topic_score_gemma":0.004799017,"domain_scores_codex":[0.9922246,0.00250235,0.0006328662,0.0007168995,0.002545433,0.001377925],"domain_scores_gemma":[0.9588352,0.004254067,0.003053835,0.001276073,0.009944757,0.02263605],"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":[0.0001185155,0.0001041735,0.0002915443,0.006591359,0.0000395792,0.0001973416,0.0002231565,0.00003838541,0.0004878867,0.006055722,0.5974864,0.388366],"study_design_scores_gemma":[0.0001359577,0.0001512351,0.0008301897,0.003738653,0.0000313994,0.0004693451,0.0001986046,0.00002936472,0.0001429213,0.00196098,0.9922937,0.0000176701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001749595,0.4277319,0.002631402,0.1651487,0.2285891,0.00171656,0.001078117,0.0005519029,0.1708027],"genre_scores_gemma":[0.01917516,0.5954505,0.00373325,0.06918973,0.08256987,0.001374994,0.001923666,0.0003339373,0.2262488],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9833568,"threshold_uncertainty_score":0.5213456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6105609116741024,"score_gpt":0.6465047627245679,"score_spread":0.03594385105046549,"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."}}