{"id":"W185334221","doi":"","title":"Beheren 2.0: Beheren van bouwwerken met BIM","year":2014,"lang":"en","type":"article","venue":"Research Repository (Delft University of Technology)","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Building information modeling; Interoperability; Construction industry; Process (computing); Process management; Construct (python library); Business; Information exchange; Engineering; Construction engineering; Knowledge management; Engineering management; Computer science; Operations management; World Wide Web","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":[0.003618402,0.002828343,0.001700705,0.00276996,0.001294236,0.01358453,0.003419345,0.003704691,0.1633518],"category_scores_gemma":[0.01009355,0.002789975,0.00196079,0.003931716,0.001140406,0.008298352,0.007910692,0.003579765,0.09829723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001388231,"about_ca_system_score_gemma":0.002276126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01117041,"about_ca_topic_score_gemma":0.01037578,"domain_scores_codex":[0.9954191,0.000883172,0.0004449915,0.0005157592,0.002298876,0.0004380654],"domain_scores_gemma":[0.9980452,0.0007632321,0.0001210226,0.000342875,0.0004993468,0.0002282812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004813808,0.0002398042,0.00117158,0.004236294,0.0002063428,0.00116002,0.00472161,0.009480664,0.006913289,0.1086782,0.5700656,0.2926451],"study_design_scores_gemma":[0.00005920065,0.00001213261,0.0002951368,0.0002948892,0.0000234387,0.0001858724,0.000211515,0.003956941,0.00186098,0.01170716,0.9813293,0.00006351909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.006452799,0.008756865,0.4190636,0.004517505,0.001817178,0.001031957,0.07954834,0.1653216,0.3134902],"genre_scores_gemma":[0.08735905,0.01214937,0.3706985,0.002878767,0.0008260814,0.003001709,0.155199,0.1742662,0.1936212],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1633518,"threshold_uncertainty_score":0.5464662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294718664823028,"score_gpt":0.2263859363096656,"score_spread":0.2134387496614353,"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."}}