{"id":"W4400336749","doi":"10.1016/j.simpa.2024.100679","title":"ANNOTE: Annotation of time-series events","year":2024,"lang":"en","type":"article","venue":"Software Impacts","topic":"Time Series Analysis and Forecasting","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Series (stratigraphy); Annotation; Computer science; Computational biology; Artificial intelligence; Biology; Paleontology","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":[],"consensus_categories":[],"category_scores_codex":[0.003581938,0.002014514,0.001083839,0.004809536,0.001054431,0.002690697,0.001853924,0.00163483,0.0278731],"category_scores_gemma":[0.01503911,0.0008193823,0.001272581,0.003533872,0.000626419,0.003342672,0.002525372,0.001815571,0.0141948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004778755,"about_ca_system_score_gemma":0.001350215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002697615,"about_ca_topic_score_gemma":0.003182939,"domain_scores_codex":[0.9980778,0.0003655924,0.0002913181,0.0005985545,0.0005676555,0.00009923374],"domain_scores_gemma":[0.9909923,0.004266047,0.0007881623,0.001711146,0.001981738,0.0002605678],"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":[0.001536241,0.0002355772,0.007072691,0.002982193,0.0002592818,0.001353965,0.002470777,0.00991906,0.03413782,0.01729051,0.5681965,0.3545456],"study_design_scores_gemma":[0.0001700771,0.000146795,0.01266113,0.0005492465,0.0001366124,0.0007590872,0.000633935,0.1329134,0.05200282,0.03549171,0.7641174,0.0004178706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.006470677,0.000435232,0.6781574,0.0004592887,0.0006658284,0.0003035018,0.07932751,0.2258603,0.008320289],"genre_scores_gemma":[0.08535371,0.001061893,0.6794808,0.0005685246,0.0004698331,0.002130204,0.1774944,0.03839034,0.01505023],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.0278731,"threshold_uncertainty_score":0.09324479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008681632859151505,"score_gpt":0.2394085813788122,"score_spread":0.2307269485196607,"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."}}