{"id":"W7043307286","doi":"","title":"Séminaire du CNRC sur les toitures à faible pente ; Restauration de la maçonnerie ; Ca y est! L'édition de 2005 des codes nationaux de construction sera disponible en septembre","year":2005,"lang":"fr","type":"article","venue":"NPARC","topic":"Civil and Structural Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Technology transfer; Work (physics); Context (archaeology); Expansive","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0006674142,0.0003111218,0.0002451005,0.0002054924,0.0003812738,0.0002612689,0.0002011198,0.0003899879,0.001208398],"category_scores_gemma":[0.0003481551,0.0003602236,0.0001185711,0.0002125221,0.0002780341,0.000756497,0.00004937622,0.0005960491,0.00003993431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001503844,"about_ca_system_score_gemma":0.0002958996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001080643,"about_ca_topic_score_gemma":0.001941477,"domain_scores_codex":[0.997987,0.0002461418,0.0003247815,0.0002930772,0.0003551349,0.0007938771],"domain_scores_gemma":[0.9989241,0.0003892108,0.00005618155,0.0002072303,0.0001683256,0.00025492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008086341,0.00007614536,0.006176192,0.00100177,0.0001259636,0.00007930691,0.002271628,0.537265,0.2066138,0.05309427,0.01494324,0.1782719],"study_design_scores_gemma":[0.00125757,0.0001102979,0.2051702,0.0007721484,0.0001187099,0.001660159,0.0008993546,0.6360502,0.05303186,0.02146941,0.07856482,0.0008952468],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548329,0.002770229,0.02888682,0.003664114,0.0004307825,0.0002505758,0.0001532465,0.0003075381,0.008703875],"genre_scores_gemma":[0.9566488,0.002136795,0.03601714,0.00002199987,0.0009653219,0.00005933845,0.0001317472,0.0000653763,0.003953467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1989941,"threshold_uncertainty_score":0.999885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009927455943573442,"score_gpt":0.2329308750397903,"score_spread":0.2230034190962169,"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."}}