{"id":"W4392600954","doi":"10.5194/egusphere-egu24-6756","title":"Assessing Model Relevance: Agroclimatic Indices Across Different CORDEX Domains for Enhanced Climate Projections in the Houceima-Tanger-Tétouan Region","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Cultural Studies in Latin America and Beyond","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sherbrooke O.E.M (Canada); Université de Sherbrooke; Université Laval","funders":"","keywords":"Relevance (law); Environmental science; Climatology; Geology; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.001700136,0.0007839429,0.0005266173,0.0005919893,0.0005453567,0.002019551,0.001020823,0.0008615322,0.00162892],"category_scores_gemma":[0.003156743,0.0002422213,0.0006730824,0.0009117255,0.0003106881,0.001008843,0.000861854,0.0007054799,0.0002083959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001746091,"about_ca_system_score_gemma":0.002228829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1671973,"about_ca_topic_score_gemma":0.1082732,"domain_scores_codex":[0.9996125,0.0001503303,0.00002383225,0.0001067257,0.00005317951,0.00005348009],"domain_scores_gemma":[0.9992267,0.0002491831,0.00008634103,0.0001316773,0.0002148964,0.00009121074],"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":[0.0006707058,0.0002887959,0.1328564,0.000159089,0.0003993023,0.0003855301,0.0002486651,0.8268117,0.003240841,0.001868141,0.002810549,0.03026037],"study_design_scores_gemma":[0.0001368391,0.00008830051,0.05339739,0.0000535146,0.00008092192,0.0000311696,0.0003014538,0.9410253,0.002038832,0.0004827368,0.002326398,0.00003722996],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891817,0.0002770056,0.00290491,0.0004800697,0.00007280625,0.0000723453,0.00252219,0.0003976575,0.004091294],"genre_scores_gemma":[0.9922734,0.00007930777,0.00436145,0.00004919131,0.00002130188,0.0000474017,0.002558596,0.00007772889,0.00053159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1671973,"threshold_uncertainty_score":0.3324483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04840386354733192,"score_gpt":0.3480931016896468,"score_spread":0.2996892381423149,"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."}}