{"id":"W2074266242","doi":"10.1145/1328202.1328235","title":"IMTool","year":2007,"lang":"en","type":"article","venue":"","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Computer science; Interface (matter); Human–computer interaction; Finite-state machine; Multimedia; Probabilistic logic; Context (archaeology); Automaton; State (computer science); GRASP; User interface; Computer music; Musical; Programming language; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001601205,0.000025545,0.00003160583,0.00003007703,0.00006145255,0.000009592836,0.0002511349,0.00002588603,0.00001845762],"category_scores_gemma":[0.00001250167,0.00001913002,0.00001199957,0.0001093496,0.00002378389,0.00006367409,0.0001067637,0.00003704979,0.00009961678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004242972,"about_ca_system_score_gemma":0.0000035958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004545061,"about_ca_topic_score_gemma":0.00002482115,"domain_scores_codex":[0.99972,0.000001921937,0.00004723909,0.00008140862,0.00004255684,0.0001068531],"domain_scores_gemma":[0.999764,0.0000275345,0.000007135695,0.0001774315,0.0000108534,0.00001304705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[2.492934e-7,0.000005318051,0.00110616,3.088402e-7,0.00000254113,0.00000657453,0.0001685328,4.263111e-8,0.00006314983,0.9510997,0.005128682,0.04241877],"study_design_scores_gemma":[0.000341692,0.00007735264,0.1479753,0.000003140001,0.000002324661,0.00004466175,0.0002381865,0.0007875172,0.005942364,0.2464241,0.5978656,0.000297791],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01957553,0.00003856713,0.8098383,0.0009065913,0.0001456645,0.0000146916,1.616638e-8,0.0003025987,0.1691781],"genre_scores_gemma":[0.9503521,0.000001894704,0.04587326,0.0007874878,0.00001623042,6.695758e-7,2.489916e-8,6.418551e-7,0.002967635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9307767,"threshold_uncertainty_score":0.1280405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01249006529572065,"score_gpt":0.242341432805833,"score_spread":0.2298513675101123,"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."}}