{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002375457,0.0002779648,0.0002562588,0.0001724289,0.0001759899,0.0001356577,0.0002831243,0.0001591458,0.0003227158],"category_scores_gemma":[0.0003257327,0.0002871174,0.00005522498,0.0002638118,0.0001150937,0.0008327969,0.00005096127,0.0002455559,0.0004133145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001854474,"about_ca_system_score_gemma":0.00001915601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000114273,"about_ca_topic_score_gemma":0.00007220163,"domain_scores_codex":[0.9985763,0.00008874801,0.000407158,0.000285294,0.0002094475,0.0004330624],"domain_scores_gemma":[0.998954,0.0002557533,0.00009003514,0.0004668969,0.0001454063,0.00008791985],"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":[0.00000888057,0.00007627677,0.0009759169,0.0002268222,0.0001143305,0.000003220142,0.005451003,0.6342976,0.09875949,0.02151711,0.00269865,0.2358707],"study_design_scores_gemma":[0.0003254466,0.00005861744,0.002181916,0.0000538175,0.00002790467,0.00001373579,0.001973447,0.5005968,0.4040045,0.08565152,0.004535229,0.0005771462],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1183992,0.0004398809,0.8725301,0.00006958808,0.0002745669,0.0003853796,0.00003207592,0.002267653,0.005601572],"genre_scores_gemma":[0.7009973,0.0002827237,0.2981878,0.00002210134,0.00005125508,0.0003169509,0.00002669769,0.00005667434,0.00005847352],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5825981,"threshold_uncertainty_score":0.9999581,"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."}}