{"id":"W2786524829","doi":"10.1145/3047010","title":"ATR-Vis","year":2018,"lang":"en","type":"article","venue":"ACM Transactions on Knowledge Discovery from Data","topic":"Video Analysis and Summarization","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo; Natural Sciences and Engineering Research Council of Canada; International Development Research Centre","keywords":"Computer science; Variety (cybernetics); Terminology; Task (project management); Information retrieval; Set (abstract data type); Visualization; Data science; World Wide Web; Data mining; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00159393,0.001548579,0.0006746308,0.002560374,0.000855409,0.00348702,0.001553962,0.001591172,0.06988068],"category_scores_gemma":[0.00647447,0.0006004754,0.001204812,0.002037151,0.0004106753,0.003505655,0.003086129,0.001379713,0.07513471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007120278,"about_ca_system_score_gemma":0.001074368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00560389,"about_ca_topic_score_gemma":0.009078515,"domain_scores_codex":[0.9986048,0.000285358,0.00009289219,0.0003611349,0.0005100364,0.000145837],"domain_scores_gemma":[0.9975546,0.0005458175,0.0001695173,0.0008798582,0.0006339551,0.0002163795],"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":[0.001065383,0.0002135992,0.003542906,0.001479408,0.0001148779,0.0002624067,0.001315887,0.002880107,0.01833561,0.01207516,0.6799309,0.2787838],"study_design_scores_gemma":[0.0001660401,0.0002174758,0.004158979,0.0002174874,0.00004364649,0.0004758156,0.0006853417,0.02543051,0.01275875,0.01501215,0.9407105,0.0001233073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.02410632,0.003118783,0.1837181,0.002259042,0.001305529,0.001511288,0.2123531,0.4092123,0.1624155],"genre_scores_gemma":[0.1266793,0.002023633,0.2846733,0.001799798,0.0005843976,0.002472554,0.4176916,0.03861568,0.1254597],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9301193,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04897813893720501,"score_gpt":0.2997655827834099,"score_spread":0.2507874438462049,"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."}}