{"id":"W2918897245","doi":"10.1145/3308557.3308730","title":"A modular framework for collaborative multimodal annotation and visualization","year":2019,"lang":"en","type":"article","venue":"","topic":"Speech and dialogue systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Computer science; Annotation; Modular design; Software deployment; Pipeline (software); Visualization; World Wide Web; Artificial intelligence; Software engineering; Human–computer interaction; Data science; Programming language","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":[0.006377582,0.001698979,0.001300644,0.002862857,0.002593973,0.007929194,0.005894225,0.002764985,0.02028529],"category_scores_gemma":[0.008241802,0.001539482,0.002818115,0.001898933,0.002643106,0.007083116,0.01083803,0.00410516,0.01033267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001807076,"about_ca_system_score_gemma":0.003757145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009330265,"about_ca_topic_score_gemma":0.01180506,"domain_scores_codex":[0.9967349,0.001023424,0.0002691189,0.0007687496,0.0009200052,0.00028372],"domain_scores_gemma":[0.9967607,0.0008400135,0.0001314821,0.001136217,0.0006370272,0.000494574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005795757,0.0003376123,0.001384186,0.0008056428,0.000256611,0.0008696924,0.005325256,0.02350687,0.03164732,0.4151039,0.08576772,0.4344156],"study_design_scores_gemma":[0.000127975,0.000137396,0.000767544,0.0003578401,0.0001147507,0.0007666593,0.0009509607,0.2395592,0.01560411,0.3458022,0.3955686,0.0002428254],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0004177151,0.00008026101,0.9833627,0.0002296557,0.00005012141,0.0001826212,0.0002459221,0.01264058,0.002790443],"genre_scores_gemma":[0.02389223,0.000214746,0.9657254,0.0002312701,0.00008801829,0.0007280974,0.001365965,0.002256159,0.005498271],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02028529,"threshold_uncertainty_score":0.06786102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189939805217258,"score_gpt":0.2754207207165744,"score_spread":0.2635213226644019,"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."}}