{"id":"W2074961235","doi":"10.1139/l00-011","title":"Méthode générale d'identification paramétrique : application a l'étude thermophysique de quelques matériaux locaux utilisés dans la construction au maroc (platre - liège - brique creuse)","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Building materials and conservation","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermal diffusivity; Thermal; Materials science; Physics; Mineralogy; Chemistry; Thermodynamics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005232229,0.0001374643,0.0001783411,0.0001631585,0.0001170147,0.0001661721,0.0002111518,0.0001303746,0.0004386666],"category_scores_gemma":[0.00003534492,0.000146474,0.00006350143,0.0001892756,0.0000560463,0.000389461,0.00000181065,0.0001887963,0.00001581484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008986647,"about_ca_system_score_gemma":0.0006474932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04358678,"about_ca_topic_score_gemma":0.3770802,"domain_scores_codex":[0.9989905,0.0000909497,0.0003807841,0.0001409359,0.0001176756,0.0002791184],"domain_scores_gemma":[0.9992397,0.00006878181,0.00016477,0.000152525,0.00007338481,0.0003008754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00008927776,0.00002278183,0.3196624,0.0002031797,0.0001176464,0.0001260135,0.002466107,0.5913833,0.02746476,0.003738769,0.0003765321,0.05434923],"study_design_scores_gemma":[0.0002872885,0.00006929802,0.9083452,0.0002125322,0.00004514727,0.0008495417,0.0002350424,0.07794424,0.003889633,0.004241256,0.003537972,0.0003427985],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491052,0.0001861297,0.04857682,0.0003444987,0.0002182616,0.0001240392,0.0000338483,0.00003255864,0.001378643],"genre_scores_gemma":[0.9977864,0.000112674,0.001691702,0.00007237989,0.0002610094,0.000003424272,0.00002910995,0.00001161297,0.00003168005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5886828,"threshold_uncertainty_score":0.962782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008215169910410363,"score_gpt":0.1792097646953613,"score_spread":0.170994594784951,"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."}}