{"id":"W4412621930","doi":"10.59350/x6bw8-x3319","title":"Fall 2016 Sprint Report: REST API","year":2016,"lang":"en","type":"preprint","venue":"","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rest (music); Sprint; Computer science; Medicine; Internal medicine; Software engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03091985,0.00292784,0.00151573,0.002767561,0.003255075,0.006767639,0.003389044,0.002312594,0.07445236],"category_scores_gemma":[0.04522862,0.001465219,0.001611849,0.002240005,0.001008955,0.007031098,0.00681114,0.006172209,0.1097051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002417027,"about_ca_system_score_gemma":0.006195347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02577496,"about_ca_topic_score_gemma":0.01973912,"domain_scores_codex":[0.9834422,0.003232099,0.001781406,0.001258943,0.008698692,0.001586641],"domain_scores_gemma":[0.9609833,0.004146687,0.001289999,0.009737317,0.01840626,0.005436288],"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":[0.0003698922,0.0001202103,0.0007744158,0.0001284409,0.00001949303,0.0001267158,0.0001810834,0.0002361025,0.001559793,0.001693152,0.9738544,0.02093624],"study_design_scores_gemma":[0.000183024,0.0002271688,0.003082923,0.0002095345,0.00003517186,0.0001445878,0.0002106911,0.003562109,0.006137603,0.002138591,0.9839624,0.0001062385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.0204911,0.002208078,0.1064225,0.03592702,0.02231067,0.004815742,0.1328591,0.4638326,0.2111333],"genre_scores_gemma":[0.05914581,0.001285549,0.05348192,0.007805756,0.003231714,0.003682811,0.4709634,0.1287654,0.2716378],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9255477,"threshold_uncertainty_score":0.249068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2066346265064085,"score_gpt":0.4224585797975683,"score_spread":0.2158239532911599,"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."}}