{"id":"W2803511541","doi":"","title":"Weather Radar Specific Data User Requirements for Canadian Network Design","year":2013,"lang":"en","type":"article","venue":"36th Conference on Radar Meteorology (16-20 September, 2013)","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Radar; Weather radar; Telecommunications","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00162847,0.0004535257,0.0005859573,0.000262848,0.0005487061,0.0002332986,0.001358705,0.0002809603,0.06136746],"category_scores_gemma":[0.00008078472,0.0003899504,0.0001380921,0.0003592958,0.0001976083,0.0007734169,0.00004078379,0.0002874996,0.005282602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006160974,"about_ca_system_score_gemma":0.0004072793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03441199,"about_ca_topic_score_gemma":0.3132477,"domain_scores_codex":[0.9960819,0.000591804,0.0006063579,0.001004463,0.0005236681,0.001191765],"domain_scores_gemma":[0.9972343,0.0004033082,0.0002849106,0.001198736,0.0002743045,0.0006043755],"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":[0.000133464,0.00003851641,0.02531972,0.0000133338,0.0003450185,0.000006292577,0.00008343097,0.000682245,0.000220388,0.0007577136,0.9409263,0.03147356],"study_design_scores_gemma":[0.001869296,0.0006418356,0.01821572,0.00006226673,0.0002700081,0.00000743413,0.000265706,0.01964669,0.0001575599,0.01434281,0.9434599,0.001060738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07993384,0.01382519,0.3358582,0.03135496,0.0147132,0.01493736,0.004012537,0.0009798426,0.5043849],"genre_scores_gemma":[0.8729899,0.0006290416,0.08166175,0.006496252,0.001457709,0.0001040343,0.006497401,0.00007276217,0.03009118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.793056,"threshold_uncertainty_score":0.9998552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1121064487767264,"score_gpt":0.2683805194224441,"score_spread":0.1562740706457177,"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."}}