{"id":"W6910841551","doi":"10.5067/gpmgv/gcpex/fd12p/data201","title":"GPM GROUND VALIDATION ENVIRONMENT CANADA (EC) VISIBILITY SENSOR FD12P AND PRESENT WEATHER DETECTOR GCPEX","year":2025,"lang":"en","type":"dataset","venue":"Earth Observing System Data and Information System","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Visibility; Detector; Satellite; Noise (video); Global Precipitation Measurement","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001062733,0.003350801,0.00142201,0.003266777,0.001043793,0.001728908,0.003354008,0.002342589,0.03255909],"category_scores_gemma":[0.004131342,0.0009847723,0.001360936,0.005153251,0.0006292085,0.001110383,0.001199988,0.001823433,0.05435445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002502958,"about_ca_system_score_gemma":0.004405957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.207369,"about_ca_topic_score_gemma":0.254801,"domain_scores_codex":[0.9989223,0.0001062136,0.00007800147,0.0002662764,0.0004012911,0.0002258688],"domain_scores_gemma":[0.997421,0.0002849493,0.0001962429,0.0006567833,0.001226921,0.0002140942],"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":[0.00005350072,0.00002458721,0.0007016546,0.000175702,0.00002389059,0.00001208935,0.00001044234,0.0009688394,0.0001221512,0.0002177564,0.9963114,0.001377953],"study_design_scores_gemma":[0.0004742993,0.00002824265,0.01140686,0.0002747929,0.00005181354,0.00005152188,0.00009952853,0.003314553,0.0009831258,0.001599293,0.981649,0.00006701468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001618817,0.00001796249,0.00005923472,0.00002652303,0.00001995536,0.000007471047,0.999091,0.0002361601,0.0003798722],"genre_scores_gemma":[0.0004453217,0.00001591282,0.0002351701,0.00001904621,0.000004569934,0.00002714206,0.9986822,0.00005914591,0.0005116159],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.792631,"threshold_uncertainty_score":0.412324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069764153904794,"score_gpt":0.2234576651252546,"score_spread":0.2027600235862067,"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."}}