{"id":"W3104326490","doi":"10.1039/d0dt90206c","title":"New talent: Americas, 2020","year":2020,"lang":"en","type":"article","venue":"Dalton Transactions","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sleep Society; Brock University","funders":"","keywords":"Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001301769,0.0009511989,0.0004945804,0.001211943,0.002027873,0.01199006,0.0009062307,0.003690605,0.1453327],"category_scores_gemma":[0.002920159,0.0002842931,0.0003123718,0.001822031,0.000954091,0.006374633,0.003410581,0.003290043,0.0833861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002239269,"about_ca_system_score_gemma":0.005686045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004288542,"about_ca_topic_score_gemma":0.01119591,"domain_scores_codex":[0.9991097,0.0000703526,0.00005215035,0.00009623748,0.0004439422,0.0002276301],"domain_scores_gemma":[0.9984096,0.00006205475,0.00008130306,0.00003743735,0.0003848191,0.001024923],"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":[0.00001793124,0.00001095287,0.00007775803,0.00009563023,0.000001428278,0.00002651471,0.00004074247,0.0000219436,0.000105482,0.004701538,0.9573373,0.03756276],"study_design_scores_gemma":[0.000002147642,0.000007316085,0.0002692341,0.00005976664,8.403422e-7,0.00002232671,0.000144027,0.00001802891,0.00002777041,0.0007349474,0.9987111,0.000002609499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002604917,0.1040637,0.001020222,0.143233,0.1887547,0.00007458179,0.003333834,0.00100851,0.5559065],"genre_scores_gemma":[0.01407251,0.03612138,0.001283467,0.0191058,0.01263435,0.00009040592,0.002168188,0.0002822006,0.9142417],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1453327,"threshold_uncertainty_score":0.4861864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02300776661930908,"score_gpt":0.2242360860455858,"score_spread":0.2012283194262767,"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."}}