{"id":"W6991708125","doi":"","title":"hygIRC 1-D: un outil de modélisation numérique des flux de chaleur et d'humidité dans les murs extérieurs","year":2007,"lang":"fr","type":"other","venue":"NPARC","topic":"Education and Character Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Distribution (mathematics); Panache; Limiting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001553455,0.0003948717,0.0003199973,0.0002391395,0.0005258938,0.0001361534,0.0005057284,0.0006426085,0.03184459],"category_scores_gemma":[0.0002065939,0.000434555,0.0001469982,0.0004241598,0.0006421906,0.0001531783,0.0000513548,0.000479878,0.000607588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001296206,"about_ca_system_score_gemma":0.001356259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001203556,"about_ca_topic_score_gemma":0.007221951,"domain_scores_codex":[0.9971214,0.0006286251,0.0004217821,0.0004928655,0.0005158778,0.000819441],"domain_scores_gemma":[0.9986542,0.000192466,0.0003146248,0.0002814097,0.0001452228,0.0004120438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001885243,0.0005335566,0.06459484,0.0001821448,0.0001344668,0.0000287754,0.6088168,0.00003610475,0.006414948,0.1408495,0.01759471,0.1607953],"study_design_scores_gemma":[0.000398867,0.00004961116,0.1325394,0.0004688383,0.00004943441,0.00002406866,0.07810587,0.0001688181,0.00521032,0.03312954,0.7489306,0.0009246439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2458522,0.0003270491,0.01581494,0.004430661,0.001164412,0.0003364157,0.00002037406,0.0001243698,0.7319296],"genre_scores_gemma":[0.3961148,0.001619946,0.009911578,0.001286154,0.001048866,0.00008075597,0.00008133509,0.0001395081,0.589717],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7313358,"threshold_uncertainty_score":0.9998106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04701517801828587,"score_gpt":0.3127616091952832,"score_spread":0.2657464311769973,"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."}}