{"id":"W7111523648","doi":"","title":"Lutter contre les îlots de chaleur urbains : évalution du potentiel des systèmes de pompe à chaleur gèothermique à boucle ouverte au Canada","year":2025,"lang":"en","type":"other","venue":"Skemman","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aquifer; Geothermal gradient; Work (physics); Hydrogeology; Cooling load; Geothermal energy; Water cooling; Groundwater","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005701169,0.001036297,0.001022723,0.0006679197,0.0004375619,0.0001123308,0.0009096937,0.0008201023,0.001645671],"category_scores_gemma":[0.0002267318,0.001080717,0.0003236225,0.0004134681,0.0003492822,0.0001120717,0.0002099205,0.0006379203,0.0004700995],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0058353,"about_ca_system_score_gemma":0.006947559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.946018,"about_ca_topic_score_gemma":0.985597,"domain_scores_codex":[0.9953349,0.0007278858,0.0005679764,0.001021797,0.0006378767,0.001709524],"domain_scores_gemma":[0.9977167,0.0001019678,0.000548784,0.001011171,0.0001777815,0.0004436285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007463018,0.0001696051,0.0225421,0.001010397,0.0008265907,0.000705683,0.0006921974,0.00008383423,0.001272589,0.003213831,0.9641407,0.005267811],"study_design_scores_gemma":[0.002017832,0.00007226901,0.1321069,0.003630416,0.0005937758,0.0001996334,0.0004873416,0.0008674031,0.0006108967,0.001233216,0.8563236,0.001856757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04350191,0.004630191,0.002170476,0.00111384,0.001676057,0.001999753,0.003400794,0.001841932,0.939665],"genre_scores_gemma":[0.3318495,0.0001516653,0.000302915,0.0007463783,0.001257022,0.0001295746,0.000212571,0.001569813,0.6637806],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2883476,"threshold_uncertainty_score":0.999267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008760644036155526,"score_gpt":0.2081478350056496,"score_spread":0.1993871909694941,"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."}}