{"id":"W7045660079","doi":"","title":"BI-IM: “+I” IS FOR INTEGRATED
\\nWHOLE BUILDING MODEL, RESEARCH APPROACH AND COLLABORATIVE METHODS DEALING WITH INDUSTRIAL CASES: AIRPORTS","year":2015,"lang":"en","type":"other","venue":"Florence Research (University of Florence)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Procurement; Quality (philosophy); Productivity; Product (mathematics); Directive; Instrumentation (computer programming); Product design; Documentation","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":[0.00288057,0.0006252311,0.0005861754,0.001736245,0.00180097,0.00661372,0.002109087,0.002219346,0.0682715],"category_scores_gemma":[0.002665921,0.000543864,0.001059836,0.002083572,0.002182398,0.004318805,0.005095272,0.001940789,0.01597539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003830587,"about_ca_system_score_gemma":0.00258427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008247864,"about_ca_topic_score_gemma":0.007945098,"domain_scores_codex":[0.9971443,0.001162702,0.0001510619,0.0004859929,0.0007974897,0.0002583792],"domain_scores_gemma":[0.9986728,0.0003026203,0.00008273486,0.0004117948,0.0003135041,0.0002165782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008379021,0.0002700562,0.0008606161,0.0004235969,0.00003230274,0.0004935155,0.00256108,0.01024062,0.004008157,0.6096514,0.1245032,0.2468717],"study_design_scores_gemma":[0.00001674449,0.000074765,0.0009840073,0.0003082073,0.00001656983,0.0004907934,0.001090707,0.02365863,0.001920156,0.04880887,0.9225954,0.00003520753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.006651301,0.002184974,0.4910105,0.005530533,0.001609637,0.0003569437,0.0004542891,0.001607476,0.4905944],"genre_scores_gemma":[0.1842488,0.003064784,0.3754843,0.001239213,0.0007045708,0.001014087,0.001902829,0.001573705,0.4307677],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0682715,"threshold_uncertainty_score":0.2283909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3149280898604435,"score_gpt":0.4424017580033877,"score_spread":0.1274736681429442,"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."}}