{"id":"W1966524278","doi":"10.1109/acssc.2011.6189961","title":"Session MA6b: Collaborative beamforming","year":2011,"lang":"en","type":"article","venue":"","topic":"Antenna Design and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec","funders":"","keywords":"Session (web analytics); Computer science; Beamforming; Section (typography); Special section; Multimedia; World Wide Web; Telecommunications; Engineering; Operating system; Engineering physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002700339,0.001842397,0.001543128,0.001820974,0.002512484,0.005330309,0.001715049,0.00323724,0.3044788],"category_scores_gemma":[0.00289449,0.0004751336,0.001371847,0.00200469,0.0004803577,0.002776984,0.003453617,0.004181241,0.2171994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108206,"about_ca_system_score_gemma":0.002118188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001504203,"about_ca_topic_score_gemma":0.004326507,"domain_scores_codex":[0.9987896,0.0002286367,0.00004040519,0.0002388042,0.0004624885,0.0002401606],"domain_scores_gemma":[0.9975079,0.0002844308,0.00007784558,0.0002880203,0.0009556427,0.0008860164],"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":[0.0002148688,0.00004043457,0.0001550062,0.0001833371,0.00002671568,0.00005922195,0.00005356118,0.0002020985,0.003908884,0.002999203,0.941532,0.05062474],"study_design_scores_gemma":[0.00003250104,0.0001254919,0.0004350147,0.00008310306,0.00001902986,0.000158742,0.0000558503,0.0009458907,0.00361393,0.002517676,0.9919811,0.00003162366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006384239,0.02735918,0.1320466,0.02552247,0.1986383,0.001477417,0.01146022,0.006876249,0.5902354],"genre_scores_gemma":[0.02862335,0.00644909,0.02043495,0.003066155,0.04982619,0.0009537296,0.01018799,0.002556789,0.8779018],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3044788,"threshold_uncertainty_score":0.9920765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01529850344466388,"score_gpt":0.1904253569253967,"score_spread":0.1751268534807329,"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."}}