{"id":"W7024383134","doi":"","title":"RR 315 Offshoring and Latin American Developers with David Hemmat","year":2017,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Latin Americans; Hogan; Vetting; Offshoring; Work (physics); Panel discussion","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":[0.002923447,0.0005536104,0.0001961105,0.001174285,0.01271803,0.005595112,0.0009079349,0.001817592,0.05424361],"category_scores_gemma":[0.006918664,0.000320426,0.0002543324,0.001160934,0.002881662,0.003154266,0.00734414,0.003279007,0.012476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005847036,"about_ca_system_score_gemma":0.006833757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06562438,"about_ca_topic_score_gemma":0.1515907,"domain_scores_codex":[0.9970174,0.001168358,0.00005770733,0.0002087194,0.000957219,0.0005905698],"domain_scores_gemma":[0.9924424,0.0008110686,0.0003565951,0.0002877253,0.002917407,0.003184906],"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":[0.00001121175,0.00004891628,0.002410173,0.00003068333,0.000002249533,0.0003885087,0.01720806,0.00001988206,0.0002851829,0.01211857,0.9285212,0.03895538],"study_design_scores_gemma":[0.000001964001,0.000003947245,0.0004438439,0.00004151682,6.889821e-7,0.00009109703,0.009455512,0.000009945646,0.00004472471,0.0003871312,0.9895142,0.000005319689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02166865,0.008003076,0.001632237,0.2943477,0.009252891,0.00008224384,0.0001867908,0.0006227424,0.6642036],"genre_scores_gemma":[0.06254037,0.002999826,0.001045186,0.0404118,0.0008696732,0.000083278,0.0001293114,0.0006139572,0.8913066],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06562438,"threshold_uncertainty_score":0.1814629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008265192383562677,"score_gpt":0.1965164229098578,"score_spread":0.1882512305262951,"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."}}