{"id":"W4249098611","doi":"10.1016/j.procs.2018.07.136","title":"Keynote II","year":2018,"lang":"es","type":"article","venue":"Procedia Computer Science","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science","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":[],"category_scores_codex":[0.001039243,0.0009936213,0.000642091,0.001607749,0.001994567,0.004541998,0.001593739,0.002460668,0.535204],"category_scores_gemma":[0.006435486,0.0002949852,0.0007567194,0.001091398,0.0004973315,0.0031681,0.003025974,0.00320484,0.3277477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001582066,"about_ca_system_score_gemma":0.001824931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001593864,"about_ca_topic_score_gemma":0.002110469,"domain_scores_codex":[0.9990382,0.0001028861,0.00004631748,0.0002110094,0.0004485988,0.0001529663],"domain_scores_gemma":[0.9976171,0.0003260545,0.0001017241,0.0003075397,0.00104016,0.0006074873],"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":[0.00007456664,0.00003770142,0.00006752209,0.0001004142,0.000003046344,0.00004399432,0.00002580454,0.00005472112,0.0004684288,0.009660386,0.9490811,0.04038237],"study_design_scores_gemma":[0.00001126145,0.00002488619,0.0002158115,0.00009105579,0.00000356335,0.0000449706,0.00004132129,0.00004743536,0.0002876616,0.004087136,0.9951395,0.000005435305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001217049,0.004411982,0.0049871,0.0342621,0.2193083,0.000463133,0.002996254,0.0009730193,0.7313811],"genre_scores_gemma":[0.005798197,0.001935186,0.0008148441,0.007840297,0.02411527,0.0002094451,0.001479739,0.0003704335,0.9574366],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.464796,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0149131218892286,"score_gpt":0.2746807701088901,"score_spread":0.2597676482196615,"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."}}