{"id":"W3113845426","doi":"10.1145/3255069","title":"Session details: Redefining surfaces","year":2013,"lang":"en","type":"article","venue":"","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Session (web analytics); Computer science; Multimedia; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006370601,0.001007956,0.001223926,0.0007314818,0.001051034,0.002690784,0.001255875,0.00197901,0.4504491],"category_scores_gemma":[0.001488444,0.000329228,0.001537906,0.0007106951,0.0004509786,0.00199873,0.002039093,0.00213345,0.1560008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004739056,"about_ca_system_score_gemma":0.0005028584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005686507,"about_ca_topic_score_gemma":0.001481095,"domain_scores_codex":[0.9996392,0.00004859285,0.0000103095,0.00008082918,0.0001662942,0.00005486792],"domain_scores_gemma":[0.9993082,0.0001546109,0.00001323246,0.0002581009,0.0001535099,0.0001122898],"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":[0.0005237733,0.0001671384,0.0002592434,0.000595336,0.00003772175,0.0001817661,0.0001598474,0.003808979,0.0363313,0.02008509,0.5636392,0.3742105],"study_design_scores_gemma":[0.00009262686,0.000192721,0.0008803471,0.0001333078,0.0000376231,0.0004311353,0.0001160135,0.008617851,0.01611577,0.01691765,0.9564248,0.00004002072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01424482,0.007426454,0.2415315,0.007818794,0.03093703,0.0005495092,0.003376057,0.01542565,0.6786903],"genre_scores_gemma":[0.07747414,0.004341737,0.07154372,0.001377886,0.002243359,0.000176185,0.003939082,0.004465232,0.8344388],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5495509,"threshold_uncertainty_score":0.7838676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01706198371064499,"score_gpt":0.2324950056069341,"score_spread":0.2154330218962892,"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."}}