{"id":"W7062060133","doi":"","title":"statistiques avancees,estimation,detection,precipitation,modele de climat,methodes par apprentissage","year":2013,"lang":"en","type":"article","venue":"theses.fr (ABES)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Validation test; Observation point","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":[0.004659591,0.00172203,0.001978378,0.002363887,0.0007840524,0.003886372,0.001738854,0.002154233,0.004584049],"category_scores_gemma":[0.0191387,0.001329295,0.001895607,0.005035461,0.00213446,0.003203464,0.00146691,0.004431547,0.003544967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001399214,"about_ca_system_score_gemma":0.002759965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01439633,"about_ca_topic_score_gemma":0.008363542,"domain_scores_codex":[0.9961605,0.00175257,0.0002007515,0.0008799997,0.0009117135,0.00009449894],"domain_scores_gemma":[0.9911329,0.006842789,0.0005984642,0.0006465321,0.0006780291,0.0001012346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003144649,0.0001695358,0.008703796,0.002416795,0.0005814551,0.0003554903,0.000731003,0.3046723,0.02010466,0.1182175,0.00812568,0.5356073],"study_design_scores_gemma":[0.00007732501,0.0001551183,0.008154342,0.0003626428,0.0001684908,0.0006206458,0.0002993885,0.8051364,0.009031024,0.131593,0.04421582,0.0001857543],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004063103,0.004423348,0.9877661,0.000705971,0.0001646244,0.0000574682,0.0003432953,0.001057463,0.001418666],"genre_scores_gemma":[0.143932,0.0157953,0.8260089,0.0004471949,0.0007760459,0.0005822713,0.001555323,0.0007392127,0.01016371],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01439633,"threshold_uncertainty_score":0.02862507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228330959593561,"score_gpt":0.2536225480667168,"score_spread":0.2413392384707812,"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."}}