{"id":"W2213781411","doi":"10.6084/m9.figshare.871588.v1","title":"How to find a postdoc","year":2013,"lang":"en","type":"article","venue":"Figshare","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer 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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009390886,0.001276128,0.0007855581,0.001302436,0.009531466,0.01175578,0.003604372,0.007849444,0.3648134],"category_scores_gemma":[0.02624599,0.0009696027,0.001927836,0.0005519302,0.002354589,0.01115554,0.01490354,0.0126772,0.17582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002350822,"about_ca_system_score_gemma":0.01187245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002112959,"about_ca_topic_score_gemma":0.008914446,"domain_scores_codex":[0.994161,0.001894145,0.0002385741,0.0004390499,0.001371023,0.001896146],"domain_scores_gemma":[0.9454249,0.002540258,0.0009187933,0.002045481,0.007376916,0.04169381],"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":[0.00006005515,0.0001307394,0.0002693062,0.00009958867,0.000006230278,0.0002892227,0.0004147753,0.00002433924,0.000252133,0.001066664,0.9660645,0.0313225],"study_design_scores_gemma":[0.0000470746,0.0001349739,0.0007153612,0.0002079028,0.000007847974,0.00029591,0.006657505,0.00003380376,0.0002001345,0.002539747,0.9891131,0.00004659205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008359619,0.004945677,0.0130147,0.354265,0.1986389,0.002195209,0.002183007,0.006322883,0.410075],"genre_scores_gemma":[0.02969259,0.002382857,0.01529406,0.08771812,0.01203874,0.001731169,0.001108223,0.002495709,0.8475386],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9906091,"threshold_uncertainty_score":0.9060165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08371729035370763,"score_gpt":0.3376729166875495,"score_spread":0.2539556263338419,"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."}}