{"id":"W2893823269","doi":"10.16995/dscn.283","title":"4D Modelling of Built Heritage: A System Offering an Alternative to Using BIM","year":2018,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Cegep Edouard Montpetit; Université du Québec à Montréal","funders":"","keywords":"Python (programming language); Cultural heritage; Computer science; Class (philosophy); Humanities; Art history; Art; History; Programming language; Archaeology; Artificial intelligence","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":[0.003125496,0.0009174726,0.0009072401,0.001512863,0.001085118,0.004132023,0.003302294,0.002016037,0.02171941],"category_scores_gemma":[0.005134347,0.001082559,0.001078142,0.001431234,0.001064275,0.00615396,0.007440082,0.001603686,0.0080177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001070559,"about_ca_system_score_gemma":0.001976492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005323717,"about_ca_topic_score_gemma":0.003449631,"domain_scores_codex":[0.9985324,0.0002938333,0.0001556242,0.0003161434,0.0005974433,0.0001045994],"domain_scores_gemma":[0.9973893,0.0005864911,0.0001410878,0.001312611,0.0002860263,0.0002844651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002440132,0.001307194,0.01581792,0.001338871,0.0004698996,0.002864137,0.008195801,0.05728642,0.09855149,0.1086863,0.140908,0.5621338],"study_design_scores_gemma":[0.0003319625,0.0002817853,0.004065853,0.0002517651,0.0001540511,0.000858198,0.0006438134,0.4556016,0.05899231,0.03785478,0.4406448,0.0003191694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01447458,0.00008693704,0.8164863,0.0007398604,0.000133345,0.0005408826,0.002929307,0.1481822,0.01642658],"genre_scores_gemma":[0.2020206,0.0004366044,0.7418295,0.000751496,0.0001047257,0.001421935,0.01113784,0.01394603,0.02835129],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02171941,"threshold_uncertainty_score":0.0726586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1150033596934956,"score_gpt":0.2831101152952741,"score_spread":0.1681067556017785,"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."}}