{"id":"W7018362292","doi":"","title":"Deriving parallel models from BIM","year":2009,"lang":"en","type":"other","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000734394,0.001073794,0.0007680499,0.001247642,0.0009651083,0.002325877,0.001403607,0.0008595978,0.02424088],"category_scores_gemma":[0.003412323,0.0009982816,0.002277864,0.001413259,0.00103141,0.003670331,0.003610081,0.001393491,0.007387539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008871513,"about_ca_system_score_gemma":0.001562291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006394595,"about_ca_topic_score_gemma":0.008821718,"domain_scores_codex":[0.9992182,0.0001564665,0.00004250534,0.0001514006,0.0003614649,0.00006985478],"domain_scores_gemma":[0.9992513,0.0001636801,0.00003639801,0.0003254026,0.0002006323,0.00002252787],"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":[0.0001458972,0.0001428135,0.001541485,0.0003713219,0.0001191113,0.0006118629,0.0003731308,0.1548267,0.003249903,0.6404144,0.0162436,0.1819597],"study_design_scores_gemma":[0.00003577633,0.00004223224,0.000313798,0.00009777118,0.00007580822,0.0002079131,0.0001994927,0.3498866,0.00580903,0.5696334,0.07367446,0.00002368912],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01074717,0.0001177283,0.9265023,0.0002888619,0.0001115609,0.0001703138,0.001847414,0.002721071,0.05749344],"genre_scores_gemma":[0.2868721,0.0005338524,0.6620074,0.000166226,0.00007117286,0.0003138839,0.008839391,0.002063718,0.03913232],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02424088,"threshold_uncertainty_score":0.08109385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02649017054816962,"score_gpt":0.2481193905338426,"score_spread":0.221629219985673,"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."}}