{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002812811,0.0009248751,0.001253065,0.0004276542,0.0006241251,0.001235944,0.001359627,0.0005425932,0.00007907497],"category_scores_gemma":[0.0002566011,0.0008638384,0.00007437883,0.0003677206,0.0000811537,0.004494257,0.002027534,0.0005041001,0.0002902566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125826,"about_ca_system_score_gemma":0.0007805163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2531078,"about_ca_topic_score_gemma":0.04206323,"domain_scores_codex":[0.9930205,0.000952484,0.002568502,0.001099109,0.001683021,0.0006763242],"domain_scores_gemma":[0.9923773,0.0003589476,0.001908323,0.004742121,0.000224822,0.0003884645],"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":[0.00007358506,0.00001812965,0.0007402026,0.02354519,0.0003235954,0.00001378582,0.0002175599,0.0001080699,0.00001070044,0.00002782736,0.9743429,0.0005783867],"study_design_scores_gemma":[0.0007832627,0.0000438404,0.004382665,0.002717216,0.0003344525,0.0001287628,0.003854926,0.009267475,0.00003242854,1.512498e-7,0.9776788,0.0007759889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00911061,0.0005102009,0.0002747545,0.0000470859,0.001223127,0.002804602,0.985573,0.0002348969,0.0002217591],"genre_scores_gemma":[0.02995336,0.00007480905,0.0001636173,0.00006954173,0.0003187881,0.0001467812,0.9690689,0.00004094236,0.0001632086],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2110445,"threshold_uncertainty_score":0.9998009,"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."}}