{"id":"W2218762906","doi":"10.5194/isprsannals-ii-5-w3-235-2015","title":"Integrated Digital Technologies for the Architectural Rehabilitation & Conservation of Beinn Bhreagh Hall & Surrounding Site, Nova Scotia, Canada","year":2015,"lang":"en","type":"article","venue":"ISPRS annals of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage; Carleton University","funders":"Mitacs","keywords":"Nova scotia; Documentation; Studio; Engineering; Architectural engineering; Geography; Archaeology; Telecommunications; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005866555,0.0004647299,0.0001928697,0.001871372,0.00307137,0.002695819,0.0007987859,0.0003285304,0.01949039],"category_scores_gemma":[0.001125929,0.0004035323,0.0002064302,0.002043664,0.001060057,0.0005088416,0.001751186,0.000527757,0.002007942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01953909,"about_ca_system_score_gemma":0.03492286,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9752845,"about_ca_topic_score_gemma":0.9943379,"domain_scores_codex":[0.9993961,0.0000634006,0.00001635501,0.00005782328,0.0003285614,0.0001377324],"domain_scores_gemma":[0.9987435,0.00009416136,0.00005449829,0.00009701389,0.0007658342,0.0002450804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004344518,0.000159555,0.09596337,0.001006771,0.00007384983,0.002387792,0.007805284,0.006102503,0.02379203,0.01052496,0.1111217,0.7406278],"study_design_scores_gemma":[0.00004119138,0.0001191784,0.3330781,0.0009159688,0.00006345175,0.000927353,0.01527757,0.006035627,0.007418222,0.001090938,0.6349177,0.0001146191],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3603447,0.01386215,0.02669965,0.006454146,0.000591301,0.001253593,0.02053669,0.001705961,0.5685518],"genre_scores_gemma":[0.6948162,0.004774204,0.04728847,0.0004381927,0.00002812338,0.0002438682,0.004828371,0.0002584235,0.247324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02471554,"threshold_uncertainty_score":0.1417667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07745199235931621,"score_gpt":0.2830854952880781,"score_spread":0.2056335029287619,"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."}}