{"id":"W4417090783","doi":"","title":"Integrated structural condition assessment of an ancient Mayan Temple","year":2025,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Masonry and Concrete Structural Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Temple; Identification (biology); Duration (music); Natural (archaeology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008670713,0.0001437895,0.0002044936,0.0001428977,0.0001615648,0.00008014555,0.0003609832,0.00006867549,0.0003690583],"category_scores_gemma":[0.0001119963,0.0001351571,0.00008815439,0.0005596654,0.00009431884,0.0001713196,0.00006967065,0.0001623403,0.000002307151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007386503,"about_ca_system_score_gemma":0.00005820375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003444099,"about_ca_topic_score_gemma":0.0005349024,"domain_scores_codex":[0.9983261,0.000789728,0.0003096458,0.0002237541,0.0001716511,0.0001791414],"domain_scores_gemma":[0.9984383,0.0001927922,0.00008572845,0.0006103144,0.0006001915,0.00007267371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001931817,0.0001248634,0.01633194,0.0004028048,0.0004713009,0.00000564238,0.003967179,0.007388442,0.272033,0.4589172,0.001191744,0.2391465],"study_design_scores_gemma":[0.0004776243,7.656498e-7,0.06048536,0.0003005043,0.00006798834,0.00000383963,0.0003472499,0.7617919,0.1692411,0.002005964,0.005008204,0.0002694746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9431044,0.0001142243,0.02828384,0.0004116987,0.0001078877,0.0001202529,0.00004938438,0.000171524,0.02763678],"genre_scores_gemma":[0.9822423,0.00002425231,0.01624167,0.00003287565,0.000005110262,0.00001187035,0.0004008559,0.00001005557,0.001030961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7544035,"threshold_uncertainty_score":0.5511545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008036693609754453,"score_gpt":0.2413105813057947,"score_spread":0.2332738876960403,"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."}}