{"id":"W6902439889","doi":"10.7274/25571523","title":"The Lifecycle of Marine Fog in the Coastal Zone","year":2024,"lang":"en","type":"dataset","venue":"University of Notre Dame","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Visibility; Event (particle physics); Front (military); Peninsula; Marine debris; Cold front; Debris; Coastal zone; Numerical weather prediction","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005404698,0.0002373823,0.0003903731,0.0002512658,0.0001199176,0.00002307046,0.001732779,0.0001909988,0.0003488658],"category_scores_gemma":[0.00008164954,0.0001768665,0.0002041703,0.0005930465,0.0006094475,0.00008212788,0.0009776442,0.0006795683,0.003079541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006862366,"about_ca_system_score_gemma":0.0001696759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01569345,"about_ca_topic_score_gemma":0.09521814,"domain_scores_codex":[0.9984644,0.0002038126,0.0002146255,0.0002978231,0.0005553348,0.0002639963],"domain_scores_gemma":[0.9980849,0.0004581006,0.0002982201,0.001025348,0.00008657161,0.00004687402],"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":[0.0002067362,0.00016274,0.0001445622,0.000152665,0.0001346298,0.0002681728,0.000377272,0.00001532187,0.00002148025,0.00006732352,0.9982124,0.000236685],"study_design_scores_gemma":[0.0005149936,0.00008422076,0.00208779,0.0001350059,0.0002740585,0.00001035049,0.002914778,0.00003251412,0.000004906487,0.0000595048,0.9937193,0.0001625938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004405588,0.00007624425,0.000001172031,0.0004346118,0.0001339288,0.0002728177,0.9931547,0.00002147617,0.001499427],"genre_scores_gemma":[0.001890388,0.000216627,0.00004537938,0.00003035436,0.00005886536,2.129017e-7,0.9962557,0.00002761664,0.001474876],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0795247,"threshold_uncertainty_score":0.9976967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008188424134373859,"score_gpt":0.2070010255638111,"score_spread":0.1988126014294373,"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."}}