{"id":"W3099011882","doi":"","title":"Sparse Faraday Rotation Measure Synthesis","year":2016,"lang":"en","type":"article","venue":"","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Measure (data warehouse); Faraday effect; Rotation (mathematics); Physics; Computer science; Artificial intelligence; Data mining; Magnetic field","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":[0.0004884218,0.0004406918,0.0005554236,0.0004142581,0.0002565046,0.0006951944,0.0005621301,0.0006358872,0.001852456],"category_scores_gemma":[0.001922426,0.0001704941,0.000413295,0.0004456149,0.0004550517,0.0008757004,0.0007241947,0.0005862073,0.0004713725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003544973,"about_ca_system_score_gemma":0.0006461929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001503085,"about_ca_topic_score_gemma":0.001613685,"domain_scores_codex":[0.9997644,0.00004672208,0.00001130651,0.00005369459,0.00009510684,0.00002875462],"domain_scores_gemma":[0.9995179,0.000191301,0.00005977912,0.000103147,0.0001044696,0.00002337923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001669874,0.00006294558,0.001021254,0.0001618828,0.00003970235,0.00009690592,0.000126397,0.6760545,0.04040399,0.07974773,0.003291811,0.1988259],"study_design_scores_gemma":[0.00001274583,0.00002569435,0.0002472009,0.000007923913,0.00000404197,0.0000425425,0.00001848176,0.9767486,0.008662792,0.01208886,0.002126878,0.00001423838],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01926191,0.00008901507,0.9781011,0.0001157624,0.00002841554,0.00001689186,0.0001455941,0.0002973421,0.001943911],"genre_scores_gemma":[0.4492351,0.0002187875,0.5470716,0.00009054864,0.0000606517,0.00007936088,0.0007284884,0.0001095676,0.002405965],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001852456,"threshold_uncertainty_score":0.006197095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01533590879386993,"score_gpt":0.1804860825830714,"score_spread":0.1651501737892014,"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."}}