{"id":"W6891662472","doi":"10.4230/lipics.icalp.2019","title":"LIPIcs, Volume 132, ICALP'19, Complete Volume","year":2019,"lang":"en","type":"other","venue":"DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"","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":[0.001113511,0.003007137,0.002413035,0.003761638,0.001218797,0.0105991,0.001973087,0.001756716,0.4660139],"category_scores_gemma":[0.004064123,0.0008339143,0.001000359,0.004751584,0.0009823574,0.005754512,0.002710304,0.003620498,0.4171567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002996834,"about_ca_system_score_gemma":0.002433622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003783264,"about_ca_topic_score_gemma":0.005862776,"domain_scores_codex":[0.9983389,0.0001707697,0.00009991293,0.0003394224,0.000934828,0.0001161035],"domain_scores_gemma":[0.998899,0.0002466773,0.00006000361,0.000222539,0.0003124083,0.0002592602],"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":[0.00006658569,0.00004007324,0.00006832366,0.000315964,0.00001748527,0.00002193377,0.00001335007,0.0005098524,0.000842765,0.008711523,0.8948301,0.09456198],"study_design_scores_gemma":[0.00003103318,0.00002751415,0.0005953185,0.0001653666,0.00001955865,0.0001057319,0.00003603594,0.002769896,0.001158772,0.02443467,0.9706296,0.00002653765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001576998,0.01498893,0.05853837,0.006787313,0.02574926,0.0002689464,0.01944606,0.01279199,0.8598522],"genre_scores_gemma":[0.006378046,0.009566754,0.01450777,0.001000175,0.009329023,0.000246396,0.0209894,0.009592188,0.9283902],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4660139,"threshold_uncertainty_score":0.7616664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098836966604239,"score_gpt":0.2584578098891542,"score_spread":0.2374694402231118,"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."}}