{"id":"W6889771513","doi":"10.25855/sft2024-090","title":"Stockage d'énergie par pompage thermique low-tech à faible empreinte carbone en milieu minier : revue critique de la faisabilite du stockage en lit garni par pulvérisation d'huile thermique sur des roches locales","year":2024,"lang":"fr","type":"article","venue":"Société Française de Thermique","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Numerical modeling; Poison control","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.004211019,0.001642,0.001594887,0.0003836448,0.0008059251,0.0006364456,0.001448283,0.00268692,0.002570983],"category_scores_gemma":[0.0007672342,0.001692016,0.001255155,0.001022782,0.001626783,0.000872727,0.0003434613,0.002340762,0.0003683099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001341561,"about_ca_system_score_gemma":0.001387392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05003125,"about_ca_topic_score_gemma":0.01123012,"domain_scores_codex":[0.9885314,0.005132965,0.001790773,0.00191797,0.0005189268,0.002108024],"domain_scores_gemma":[0.9922479,0.004162618,0.0004335498,0.001961249,0.0004153544,0.0007793472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004801023,0.002655594,0.005381362,0.008589524,0.002291062,0.001174556,0.1292755,0.09477452,0.527876,0.1121758,0.004709505,0.1106164],"study_design_scores_gemma":[0.003275089,0.0006451717,0.02645984,0.008800446,0.001189782,0.001153217,0.01375387,0.09325666,0.1851227,0.052816,0.6082137,0.005313514],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.901074,0.03418087,0.03014931,0.004580322,0.0008887587,0.001948337,0.0004864166,0.001285849,0.02540613],"genre_scores_gemma":[0.9504014,0.004496829,0.001722902,0.0007173142,0.002735091,0.00300373,0.0001841406,0.0007462681,0.03599232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6035042,"threshold_uncertainty_score":0.9999609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007311758506452988,"score_gpt":0.2534429919817697,"score_spread":0.2461312334753167,"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."}}