{"id":"W3138804888","doi":"10.5555/2872518.3251224","title":"Session details: WI&C'16","year":2016,"lang":"en","type":"article","venue":"The Web Conference","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"World Wide Web; Computer science; Session (web analytics); Presentation (obstetrics); Web service; Web intelligence; Web development","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":[],"consensus_categories":[],"category_scores_codex":[0.0002454036,0.0001578441,0.0001305102,0.00005407542,0.0001870534,0.0001360349,0.002079802,0.000051214,0.0001699197],"category_scores_gemma":[0.00001254061,0.00006984355,0.00005137902,0.00028699,0.00007232848,0.0003737421,0.0005268743,0.0001131989,0.0005580575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002044892,"about_ca_system_score_gemma":0.0001374691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007611163,"about_ca_topic_score_gemma":0.0003253049,"domain_scores_codex":[0.9987411,0.0001270361,0.0001692738,0.0003537458,0.0002844642,0.000324331],"domain_scores_gemma":[0.9984842,0.0002356896,0.00008916111,0.000984965,0.0001112748,0.00009474314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002946012,0.00006302102,0.001993588,0.0000275215,0.00003518289,0.00001296985,0.002691369,0.00000467343,0.0708997,0.4200791,0.001482399,0.502681],"study_design_scores_gemma":[0.003067323,0.0004764971,0.01836211,0.001175161,0.00006423387,0.0001687589,0.0007728724,0.01931628,0.1509511,0.2680128,0.5359046,0.001728225],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2846266,0.0002974972,0.6342927,0.04115529,0.000983739,0.0003072091,0.000008800237,0.0006235321,0.03770468],"genre_scores_gemma":[0.9956393,0.00006782548,0.001281276,0.00214702,0.0001016947,0.00001424442,7.401133e-7,0.000007328124,0.000740541],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7110128,"threshold_uncertainty_score":0.7172886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779405176422442,"score_gpt":0.2337949913333622,"score_spread":0.2160009395691378,"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."}}