{"id":"W2646126075","doi":"10.1145/3085585.3085589","title":"Fambit","year":2017,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Revenue; Computer science; Payment; World Wide Web; The Internet; Service (business); Plug-in; Advertising; Business; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001020959,0.0000575021,0.00006494165,0.00004237984,0.0002206357,0.0004233455,0.003348736,0.00003711238,0.00001187051],"category_scores_gemma":[0.0001043672,0.00004756586,0.0000207093,0.00006151768,0.0000368256,0.0003541223,0.001430953,0.00005862908,0.0007416097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001157986,"about_ca_system_score_gemma":0.00001149777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004633934,"about_ca_topic_score_gemma":0.00004036586,"domain_scores_codex":[0.9994036,0.00000373919,0.00005976559,0.0002128044,0.0001253254,0.0001947525],"domain_scores_gemma":[0.9980991,0.00001347316,0.00003090625,0.001783489,0.00002696388,0.00004601879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[6.119959e-7,0.00001284973,0.002736246,0.000001145947,0.000005436162,0.00002433457,0.00005388531,0.00001542321,0.0004653578,0.4417184,0.1316777,0.4232886],"study_design_scores_gemma":[0.000395821,0.0001717965,0.1620638,0.00002483825,0.000003265318,0.00002944309,0.00002398393,0.02674852,0.03317262,0.1297247,0.6469578,0.0006834237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01912577,0.0000175219,0.7546229,0.03573187,0.000492664,0.00008556189,2.83525e-7,0.001427293,0.1884961],"genre_scores_gemma":[0.8000072,0.000001857421,0.1920029,0.0006838433,0.00003045671,0.00000655246,5.995208e-8,0.000002659731,0.007264545],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7808813,"threshold_uncertainty_score":0.9532139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02407703800005759,"score_gpt":0.2819057660667882,"score_spread":0.2578287280667306,"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."}}