{"id":"W2923349707","doi":"","title":"Superpixel based road user tracker","year":2014,"lang":"en","type":"article","venue":"Lund University Publications (Lund University)","topic":"Video Surveillance and Tracking Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intersection (aeronautics); Computer vision; Tracking (education); Artificial intelligence; Sign (mathematics); Computer science; Geography; Cartography; Psychology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004925521,0.0002189408,0.0002377258,0.001078041,0.0008820222,0.0002300567,0.002048279,0.000167375,0.000103071],"category_scores_gemma":[0.00009814453,0.0002720688,0.0001748566,0.002809708,0.0001602949,0.002165846,0.0003179378,0.0002628483,0.0001296852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000240021,"about_ca_system_score_gemma":0.0002690247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001842872,"about_ca_topic_score_gemma":0.0002425202,"domain_scores_codex":[0.9979634,0.0004631001,0.0001406821,0.0006909004,0.0002961002,0.0004458485],"domain_scores_gemma":[0.9976686,0.0002914136,0.0001247382,0.001251939,0.0003725389,0.0002907854],"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":[0.00001204289,0.000143306,0.003434973,0.000007883037,0.00003604955,0.00001202612,0.0001319337,0.0002063231,0.00007718476,0.9868766,0.002153954,0.00690772],"study_design_scores_gemma":[0.0008709469,0.00004531954,0.01884269,0.000008719484,0.00003100519,0.000004541355,0.0001371603,0.01302908,0.00005455752,0.0003783609,0.9662754,0.0003222032],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0036998,0.000005854129,0.5306085,0.003156736,0.0001443542,0.0001105705,0.00001081376,0.0004008992,0.4618625],"genre_scores_gemma":[0.09123702,0.00004249997,0.133753,0.001078619,0.0001603295,7.092748e-7,0.0001074369,0.00004028354,0.7735801],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9864982,"threshold_uncertainty_score":0.9999732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150068986697746,"score_gpt":0.2087439842733017,"score_spread":0.1937370856035271,"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."}}