{"id":"W4242472263","doi":"10.1002/ad.868","title":"Pierre Thibault","year":2009,"lang":"en","type":"article","venue":"Architectural Design","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Expansive; Indigenous; State (computer science); Architecture; Work (physics); Sociology; Law; Political science; History; Computer science; Archaeology; Engineering; Algorithm","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001649438,0.0003200918,0.0002510627,0.0001542992,0.0001447995,0.00003857357,0.0003246284,0.0001059499,0.00008242923],"category_scores_gemma":[0.00004178972,0.0002685388,0.0001228142,0.0002035463,0.00005211369,0.00009963763,0.00001942904,0.0004171105,0.0002179803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000386086,"about_ca_system_score_gemma":0.00001931548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006113545,"about_ca_topic_score_gemma":0.000004402295,"domain_scores_codex":[0.9985915,0.0000924624,0.0002388154,0.0002689556,0.000257137,0.0005510795],"domain_scores_gemma":[0.9992464,0.0001539591,0.00002425297,0.0003653927,0.00002431414,0.0001856637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007956251,0.00002986419,0.00004510801,0.0000263338,0.00004902902,0.00005992496,0.001617266,0.3157828,0.02370226,0.0003837203,0.009210889,0.6490133],"study_design_scores_gemma":[0.002943149,0.00178275,0.06670859,0.0001885205,0.0001582432,0.001156452,0.00009333555,0.5043089,0.1043853,0.2957165,0.01876247,0.003795822],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05047254,0.001858963,0.9170554,0.000351352,0.0003578776,0.0004902924,0.000006472329,0.001825598,0.0275815],"genre_scores_gemma":[0.9754363,0.00004319545,0.02322971,0.0005634144,0.0002564163,0.00001366134,0.000007657281,0.0000423816,0.0004072518],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9249638,"threshold_uncertainty_score":0.9999767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168177683878857,"score_gpt":0.2268211176278167,"score_spread":0.2051393407890281,"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."}}