{"id":"W6894024306","doi":"10.5281/zenodo.7870254","title":"met.3d-1.8.0_3DFronts_v1.0","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Front (military); Numerical weather prediction; Field (mathematics); Cold front; Numerical models","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002097605,0.002686569,0.001248781,0.001372451,0.0007936879,0.003321066,0.003781012,0.002134074,0.306896],"category_scores_gemma":[0.003185624,0.00161798,0.001619729,0.001063007,0.0005070959,0.002496806,0.002883175,0.002406229,0.3442605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001215309,"about_ca_system_score_gemma":0.001028432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007872996,"about_ca_topic_score_gemma":0.008207888,"domain_scores_codex":[0.9985325,0.0001388431,0.00005105109,0.0001834968,0.0009092464,0.0001847081],"domain_scores_gemma":[0.9986689,0.0001806763,0.00006402943,0.000407917,0.0005168557,0.0001616405],"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":[0.0002218056,0.00002694973,0.000377198,0.0002457169,0.00003174258,0.00006144763,0.0000846879,0.001745617,0.003605923,0.006503526,0.9566172,0.03047812],"study_design_scores_gemma":[0.0001302323,0.00004005473,0.0005016373,0.00006528875,0.00001409039,0.0001015273,0.00002445442,0.009542511,0.00773983,0.003990779,0.977774,0.00007554065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.00203433,0.0004742908,0.1429334,0.0008716757,0.0008931643,0.0002611541,0.1293219,0.4775895,0.2456206],"genre_scores_gemma":[0.02832713,0.0004517606,0.07837681,0.001062358,0.0003525076,0.0008713281,0.2883081,0.385949,0.216301],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.306896,"threshold_uncertainty_score":0.9886288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04325817406307368,"score_gpt":0.2619351722076066,"score_spread":0.2186769981445329,"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."}}