{"id":"W4392810014","doi":"10.1145/3638036.3640267","title":"Spatial Scalability with AV1","year":2024,"lang":"en","type":"article","venue":"","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Computer science; Scalability; Database","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":[0.0005787481,0.0005903668,0.0003452912,0.0006980833,0.0004628755,0.001273494,0.0009364559,0.0004837969,0.01566038],"category_scores_gemma":[0.001845751,0.0002511394,0.0002968008,0.000721732,0.000484942,0.001993202,0.001776839,0.0008667958,0.004324694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007499665,"about_ca_system_score_gemma":0.0005436344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002189502,"about_ca_topic_score_gemma":0.002044322,"domain_scores_codex":[0.999559,0.00004726524,0.00002632308,0.0001113626,0.0001970475,0.00005896475],"domain_scores_gemma":[0.9989752,0.0002175724,0.00008639358,0.0002210473,0.000422713,0.00007710562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003733205,0.0002029892,0.002091396,0.0004979646,0.00005004108,0.0003425843,0.0003924424,0.04358327,0.1849832,0.1509581,0.02599107,0.5905336],"study_design_scores_gemma":[0.0001043401,0.0006867467,0.001955139,0.0001676944,0.00009041793,0.001381163,0.0005434676,0.4468468,0.1610737,0.1102309,0.2767972,0.000122417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07279495,0.003386181,0.6746423,0.001655454,0.0007017454,0.0001857779,0.0009373177,0.01246114,0.2332351],"genre_scores_gemma":[0.7324569,0.001822588,0.2171619,0.000761258,0.0003953417,0.0002604697,0.001383106,0.001070898,0.04468744],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01566038,"threshold_uncertainty_score":0.05238914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006568808819833886,"score_gpt":0.1963332942221316,"score_spread":0.1897644854022977,"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."}}