{"id":"W39773279","doi":"10.22260/isarc2013/0127","title":"Automatic Generation of BIM Using Parametric Family","year":2013,"lang":"en","type":"article","venue":"Proceedings of the ... ISARC","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Caisson; Parametric statistics; Computer science; Process (computing); Parametric model; Parametric design; Engineering; Engineering drawing; Structural engineering; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001314613,0.001370508,0.0009135415,0.002082792,0.0007242945,0.001334262,0.001503894,0.0007492561,0.009992878],"category_scores_gemma":[0.003266078,0.001074826,0.001919921,0.001050713,0.0005880267,0.001294228,0.002179828,0.0008980604,0.00396837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005837813,"about_ca_system_score_gemma":0.0009028582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001639055,"about_ca_topic_score_gemma":0.001877595,"domain_scores_codex":[0.9989636,0.000182468,0.00006592036,0.000192509,0.0005143957,0.00008103998],"domain_scores_gemma":[0.9987779,0.0004302674,0.00007546925,0.0003030273,0.0003725735,0.00004073886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002465886,0.0001600748,0.003578403,0.000607669,0.0001154514,0.0008958268,0.0009754415,0.4037219,0.05035387,0.03020135,0.02014185,0.4890016],"study_design_scores_gemma":[0.00002422326,0.00005969584,0.0004347894,0.00004133299,0.0000291475,0.0003421239,0.0001183353,0.937038,0.02247535,0.006764103,0.03262478,0.00004817306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008308721,0.00003866459,0.9789456,0.00003267805,0.00002579835,0.00008912294,0.0003469893,0.008685425,0.003527008],"genre_scores_gemma":[0.2112707,0.0002017772,0.7752249,0.00005373646,0.00002033992,0.0004017073,0.003468129,0.005298112,0.004060522],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009992878,"threshold_uncertainty_score":0.03342944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02715872810437804,"score_gpt":0.2102616108002858,"score_spread":0.1831028826959078,"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."}}