{"id":"W2641878396","doi":"10.1061/(asce)co.1943-7862.0001364","title":"The University of Alberta’s Hole School of Construction Engineering: 25 Years of Impact and Innovation","year":2017,"lang":"en","type":"article","venue":"Journal of Construction Engineering and Management","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Speculation; Relevance (law); Audience measurement; Editorial board; Engineering; Political science; Engineering ethics; Library science; Media studies; Sociology; Management; Law; Economics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01561298,0.0007995394,0.0009003346,0.00617272,0.008352105,0.02567894,0.001683256,0.003822586,0.016651],"category_scores_gemma":[0.0124725,0.0005574386,0.0004395062,0.01103358,0.01250386,0.006921777,0.008370216,0.004036919,0.002718852],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04139162,"about_ca_system_score_gemma":0.07105225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.219464,"about_ca_topic_score_gemma":0.4470494,"domain_scores_codex":[0.9915063,0.0008324493,0.0001624293,0.0003691978,0.005478244,0.001651337],"domain_scores_gemma":[0.9799216,0.003210103,0.000637147,0.0009896798,0.005294241,0.009947351],"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":[0.0002089268,0.0002717912,0.008442811,0.0005992241,0.00003161263,0.0003548083,0.0130967,0.0006869991,0.0008979224,0.1712766,0.269052,0.5350807],"study_design_scores_gemma":[0.00001228524,0.00006610347,0.01806911,0.0008967466,0.00001512251,0.00006172425,0.009340399,0.0001818932,0.0004866768,0.01457585,0.9562485,0.00004552624],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06292492,0.3123101,0.003896568,0.2838021,0.01514955,0.00013161,0.000836927,0.0004250385,0.3205233],"genre_scores_gemma":[0.5259373,0.1939001,0.005102485,0.01059138,0.004694949,0.00009467493,0.0008602565,0.0003072495,0.2585115],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9586084,"threshold_uncertainty_score":0.4363732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004403314453956561,"score_gpt":0.1852983612019684,"score_spread":0.1808950467480118,"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."}}