{"id":"W2399031877","doi":"","title":"Université de Montréal at the NTCIR-11 IMine Task","year":2014,"lang":"fr","type":"article","venue":"","topic":"Topic Modeling","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ranking (information retrieval); Computer science; Task (project management); Set (abstract data type); Information retrieval; Embedding; Resource (disambiguation); Artificial intelligence","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":[0.0003753195,0.0001289926,0.0001142734,0.00002449914,0.0003571999,0.00006894477,0.0007626576,0.00008299588,0.0007676407],"category_scores_gemma":[0.00003030789,0.00009784057,0.00007630196,0.0001301586,0.0000896157,0.0001787801,0.001114734,0.0001050986,0.0006052037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000357458,"about_ca_system_score_gemma":0.00004844238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009617693,"about_ca_topic_score_gemma":0.01342069,"domain_scores_codex":[0.9987795,0.0001324497,0.0001405906,0.0003298055,0.000209451,0.0004081897],"domain_scores_gemma":[0.9988561,0.0001628389,0.00005287388,0.0007453052,0.00004710507,0.0001357752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008027513,0.00003882725,0.002462495,0.00001698547,0.00002257224,0.0000417448,0.00331715,0.009572906,0.0007885578,0.7850337,0.07923484,0.1194622],"study_design_scores_gemma":[0.0001967063,0.00002296773,0.0009556653,0.000009420995,0.00001252628,0.00006215077,0.00004146358,0.5552704,0.0006277299,0.001958733,0.4407416,0.0001007094],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.06753995,0.001782491,0.8062796,0.08625337,0.0008647295,0.00008917945,0.000002217608,0.00007804007,0.03711042],"genre_scores_gemma":[0.4667378,0.0000952589,0.01648452,0.003524234,0.0003547004,0.000001626541,0.000001336418,0.00001147574,0.512789],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7897951,"threshold_uncertainty_score":0.9969773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237784810724195,"score_gpt":0.179618876501483,"score_spread":0.1672410283942411,"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."}}