{"id":"W7042431196","doi":"","title":"An Ontological Study on the State of the Turkish Construction Industry and its Implementation of Building Information Modeling (BIM)","year":2020,"lang":"en","type":"dissertation","venue":"Eastern Mediterranean University Institutional Repository (Eastern Mediterranean University)","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Turkish; Building information modeling; Construction industry; Work (physics); State (computer science); Information technology","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":[0.003051645,0.0002219281,0.0001652028,0.004901655,0.002695258,0.004400671,0.0005550526,0.000704729,0.001492465],"category_scores_gemma":[0.004245224,0.0001837681,0.0003123075,0.006691438,0.005194213,0.004562714,0.002554196,0.0008630419,0.0001861159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006661257,"about_ca_system_score_gemma":0.004817016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0226849,"about_ca_topic_score_gemma":0.01797277,"domain_scores_codex":[0.9977106,0.001048062,0.0002114503,0.0002139479,0.0004656454,0.0003502899],"domain_scores_gemma":[0.9973614,0.001185576,0.0004489305,0.0002207383,0.0006513766,0.0001319681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001396957,0.0002315475,0.05255222,0.0004343358,0.00002439553,0.001099905,0.2911103,0.002162596,0.003505603,0.5492178,0.002683024,0.09683845],"study_design_scores_gemma":[0.00001000661,0.0001209125,0.1106336,0.0007763922,0.00008493866,0.000672112,0.7115515,0.008393389,0.003022055,0.03673016,0.127914,0.00009090567],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8857853,0.0007099549,0.0115975,0.002077023,0.00004605123,0.00008471063,0.0002520822,0.00002994857,0.09941752],"genre_scores_gemma":[0.996586,0.0003091555,0.001590416,0.00005479933,0.000005085431,0.00004239187,0.0001649871,0.000005376215,0.00124167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0226849,"threshold_uncertainty_score":0.04833096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02433174734125584,"score_gpt":0.2291372685875395,"score_spread":0.2048055212462837,"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."}}