{"id":"W6891710456","doi":"10.4224/40003364","title":"openBIM implementations for a Canadian roadmap","year":2024,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Interoperability; Transformative learning; Implementation; Government (linguistics); Asset (computer security); Building information modeling; Sustainable development; Position (finance); Resource (disambiguation)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01062123,0.001152468,0.000466335,0.006181575,0.0103113,0.01305972,0.00611919,0.003599571,0.06753042],"category_scores_gemma":[0.01630023,0.0008889625,0.001409304,0.007479728,0.002517107,0.007932648,0.01255654,0.003842351,0.01577722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05256373,"about_ca_system_score_gemma":0.1550382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9139762,"about_ca_topic_score_gemma":0.9213113,"domain_scores_codex":[0.9869551,0.001141503,0.0003755758,0.001019347,0.007606959,0.002901599],"domain_scores_gemma":[0.9855538,0.0005993861,0.0002087761,0.001489762,0.009672871,0.002475517],"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":[0.00008271181,0.0001225803,0.002210519,0.0003357228,0.00002254519,0.0003195278,0.00186673,0.002224829,0.001333112,0.3811792,0.421546,0.1887565],"study_design_scores_gemma":[0.000008944569,0.00001213194,0.0009031869,0.0001709571,0.000007198468,0.00004818825,0.0006232652,0.001091968,0.0003606064,0.005715698,0.9910151,0.00004277564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01002048,0.002626857,0.07831116,0.03244539,0.002163398,0.0009710845,0.01144617,0.01291229,0.8491032],"genre_scores_gemma":[0.1216809,0.006292196,0.3414365,0.00832528,0.0002891838,0.001594612,0.04067354,0.007005842,0.4727019],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08602381,"threshold_uncertainty_score":0.3813783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1040158938819357,"score_gpt":0.4102745669081407,"score_spread":0.3062586730262049,"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."}}