{"id":"W6964309534","doi":"10.25855/t2022-038","title":"Analyse du risque sanitaire provoqué par l'utilisation d'un échangeur air-sol (EAHE)","year":2022,"lang":"fr","type":"article","venue":"Société Française de Thermique","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Panache; Belgica; Ile de france; Fagaceae","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002230481,0.000390949,0.0004089208,0.00008116028,0.002214686,0.00004237963,0.0009727995,0.0003370823,0.03501999],"category_scores_gemma":[0.0001362734,0.0004285209,0.0002708949,0.0005510323,0.0009661448,0.0005214654,0.0005544241,0.0009728833,0.001108336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082853,"about_ca_system_score_gemma":0.0002396602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005737417,"about_ca_topic_score_gemma":0.005100155,"domain_scores_codex":[0.9957744,0.001428499,0.000449891,0.0007874557,0.0005319822,0.001027731],"domain_scores_gemma":[0.9985395,0.0003067803,0.0002909806,0.0005090483,0.00002258955,0.0003310819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005015936,0.002780206,0.5297993,0.0001582203,0.0003906458,0.001625672,0.09819274,0.05582368,0.05483129,0.004020108,0.03510801,0.2167686],"study_design_scores_gemma":[0.002689151,0.0009141659,0.6654503,0.00006351691,0.0004927408,0.0005490516,0.01368665,0.06377373,0.01883543,0.02751587,0.2039051,0.002124232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647785,0.00185802,0.0005538718,0.01356931,0.001197164,0.0007284586,0.0002673853,0.0001362685,0.01691104],"genre_scores_gemma":[0.9901831,0.000351376,0.0002470718,0.003550872,0.0002605679,0.0003324737,0.00005019104,0.00004215929,0.004982156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2146443,"threshold_uncertainty_score":0.9998167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008807006584155333,"score_gpt":0.2200138551573598,"score_spread":0.2112068485732045,"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."}}