{"id":"W7051940679","doi":"","title":"Optimized Spatial Ensemble Approaches for Approximating the Fire Weather Index with Interpolation","year":2025,"lang":"en","type":"dissertation","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Dysgeusia; Sulfinpyrazone; Liquation; Articular cartilage damage; Diafiltration","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":[0.001329815,0.000701423,0.0007118532,0.0007135509,0.0003742078,0.0005829031,0.001180111,0.0005635754,0.0009920482],"category_scores_gemma":[0.003422239,0.0003760818,0.0009722085,0.0009106043,0.000292507,0.000837524,0.0008004385,0.001069214,0.0002412528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006655799,"about_ca_system_score_gemma":0.001389237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03628105,"about_ca_topic_score_gemma":0.03548885,"domain_scores_codex":[0.9996271,0.0001334394,0.00002578118,0.00007074032,0.0000925632,0.00005032195],"domain_scores_gemma":[0.9987816,0.0006013304,0.00008767895,0.0001355015,0.0003539452,0.0000399563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000259711,0.00001632246,0.001935603,0.00001343654,0.00004277445,0.00001555364,0.0000258254,0.964523,0.0007015634,0.001827665,0.0002861198,0.03058605],"study_design_scores_gemma":[8.348894e-7,0.000002996022,0.0001086971,0.000001194802,0.00000232172,0.000001643162,0.000002946354,0.9993473,0.0001240302,0.0003150326,0.00009138187,0.000001633269],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05205856,0.0001837465,0.9461322,0.00007620386,0.00003686373,0.00001885793,0.0001384156,0.0003456687,0.0010094],"genre_scores_gemma":[0.6267104,0.0003815554,0.3696793,0.00008163325,0.00007276778,0.0001171489,0.0008081731,0.0001600223,0.001989008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03628105,"threshold_uncertainty_score":0.07213974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02346537042390195,"score_gpt":0.2358117015980224,"score_spread":0.2123463311741205,"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."}}