{"id":"W2027038623","doi":"10.1145/1111449.1111480","title":"Interactive multimedia summaries of evaluative text","year":2006,"lang":"en","type":"article","venue":"","topic":"Video Analysis and Summarization","field":"Computer Science","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Multimedia; Interactive media; World Wide Web; Human–computer interaction","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":[0.0001816096,0.00006311024,0.0001264121,0.00009581025,0.00003578347,0.0000476508,0.0002458536,0.00002432161,0.0001112725],"category_scores_gemma":[0.00007633609,0.0000485891,0.00005826078,0.0003204129,0.00003844455,0.0004381708,0.00009183219,0.00003701505,0.00003360095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001858951,"about_ca_system_score_gemma":0.0000351193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005325823,"about_ca_topic_score_gemma":0.0002495115,"domain_scores_codex":[0.9992697,0.00006181184,0.0002022754,0.0001652363,0.0002122352,0.00008873596],"domain_scores_gemma":[0.9993039,0.0001507609,0.000100351,0.00020804,0.0002184226,0.00001845979],"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":[0.00003699173,0.000628174,0.05817876,0.00002112183,0.0002254459,0.000007764435,0.005140221,0.004664688,0.01647552,0.5842862,0.02094814,0.309387],"study_design_scores_gemma":[0.0002991254,0.00005734379,0.04165472,0.0000112874,0.0000185785,6.466016e-7,0.0001418864,0.9068456,0.03557612,0.01396481,0.001294504,0.0001354062],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01212946,0.00004783521,0.9502523,0.000387745,0.0001017761,0.00007813674,0.000002205393,0.00004662792,0.03695394],"genre_scores_gemma":[0.9606303,0.000002590609,0.03776312,0.00005636124,0.00002531696,0.000003780047,0.00001095554,0.000002316221,0.001505252],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9485009,"threshold_uncertainty_score":0.1981406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008962131532321867,"score_gpt":0.2562226735783809,"score_spread":0.247260542046059,"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."}}