{"id":"W6913011668","doi":"10.5683/sp3/ppv82t","title":"Product Highlights","year":2002,"lang":"en","type":"dataset","venue":"Borealis","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Product (mathematics); Presentation (obstetrics); Work (physics); File Transfer Protocol; Dynamics (music)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001554063,0.001587081,0.001435275,0.00518582,0.001873618,0.007679423,0.002684642,0.001195716,0.5545377],"category_scores_gemma":[0.0125206,0.000638525,0.001152769,0.01352011,0.0003672605,0.002733383,0.002191279,0.001930464,0.5799766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004733389,"about_ca_system_score_gemma":0.01052687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1508158,"about_ca_topic_score_gemma":0.206547,"domain_scores_codex":[0.9970975,0.0001979144,0.0001820132,0.0005724257,0.001506703,0.0004434615],"domain_scores_gemma":[0.985936,0.001255858,0.0004376737,0.001861004,0.00847994,0.002029432],"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":[0.000009008631,0.000002601344,0.00008636595,0.00004678582,0.000001158561,0.000002518653,0.000002168899,0.00001123546,0.0000108676,0.0001153136,0.9970645,0.002647459],"study_design_scores_gemma":[0.00000990262,0.000002303706,0.0007115222,0.00003526956,0.000002312248,0.000006586598,0.00001369918,0.00002666298,0.00002756774,0.0001541302,0.9990056,0.000004358673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001292925,0.0002161998,0.0001681189,0.0006763235,0.0007853073,0.00005336479,0.9623793,0.0008176385,0.03477446],"genre_scores_gemma":[0.000471665,0.0003172177,0.000398924,0.0003512465,0.0001988942,0.00009567781,0.9450726,0.0005918448,0.05250194],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4454623,"threshold_uncertainty_score":0.6353979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.11638053564724,"score_gpt":0.3735944350895665,"score_spread":0.2572138994423265,"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."}}