{"id":"W4412620468","doi":"10.59350/m4x9m-eme37","title":"Registration is now open for PKP 2015 conference","year":2015,"lang":"en","type":"preprint","venue":"","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00198796,0.0002027314,0.0005256766,0.0001395223,0.00006112701,0.0001538198,0.0007162522,0.0002678225,0.001088971],"category_scores_gemma":[0.0007502891,0.0001422919,0.00008203154,0.0001262376,0.0002185215,0.0001145601,0.0006384506,0.0004271193,0.0001312526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001409848,"about_ca_system_score_gemma":0.003566823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035706,"about_ca_topic_score_gemma":0.0004240217,"domain_scores_codex":[0.997828,0.00002982898,0.0003403704,0.0006408783,0.0008019966,0.0003589355],"domain_scores_gemma":[0.9968984,0.00006579046,0.0001462777,0.0008692901,0.001474873,0.0005453736],"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":[0.0002810782,0.00009572456,0.000591989,0.0003203009,0.00003980539,0.00001266839,0.0006089521,0.000001517041,0.0005488536,0.001457369,0.9891543,0.006887427],"study_design_scores_gemma":[0.009481201,0.002393137,0.00423208,0.001789158,0.0003356236,0.0001003138,0.002813209,0.01751543,0.008479855,0.0296942,0.9224218,0.0007440153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01319664,0.0007846896,0.03706262,0.1108038,0.001927858,0.009156902,0.0001445848,0.0001570253,0.8267659],"genre_scores_gemma":[0.3492147,0.0007614345,0.01596885,0.006278224,0.001563699,0.00065013,0.0007752416,0.00004574778,0.6247419],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3360181,"threshold_uncertainty_score":0.9998242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3461346996646013,"score_gpt":0.504181815436665,"score_spread":0.1580471157720637,"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."}}