{"id":"W2965679711","doi":"10.22215/etd/2018-12956","title":"Documenting the Intangible: A Methodology for the Documentation & Dissemination of the Spirit of Place","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Documentation; Dissemination; Engineering; Computer science; Knowledge management; Architectural engineering; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008484606,0.0001633296,0.0002598977,0.00008817364,0.0001220446,0.00003122664,0.0003819114,0.0001363516,0.0004383173],"category_scores_gemma":[0.0003576067,0.00007821955,0.0002404118,0.0003548468,0.00005509779,0.00007197831,0.00001906497,0.0001264058,0.000003714949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003654664,"about_ca_system_score_gemma":0.00002154821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003985809,"about_ca_topic_score_gemma":0.005964172,"domain_scores_codex":[0.9989355,0.000113234,0.000458065,0.0001325949,0.0002274764,0.0001330917],"domain_scores_gemma":[0.9977621,0.0013889,0.0003025298,0.0003389904,0.000195691,0.00001173227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007586392,0.0001754747,0.001503967,0.004400885,0.007224556,3.341163e-7,0.06775942,0.01544303,0.4174207,0.02342361,0.2571205,0.2047689],"study_design_scores_gemma":[0.0009333223,0.0002093087,0.008758937,0.001003146,0.006161244,0.000004449352,0.01719757,0.1029043,0.7968832,0.007217153,0.05769833,0.001029051],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3568122,0.003697816,0.6109064,0.00160227,0.004321347,0.004660226,0.0001100492,0.0002070514,0.01768259],"genre_scores_gemma":[0.9179431,0.0002029937,0.01163661,0.00004453145,0.0002922297,0.0003386759,0.0004357212,0.00008082088,0.06902529],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5992699,"threshold_uncertainty_score":0.4799267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719535688189718,"score_gpt":0.3177013165596909,"score_spread":0.2905059596777937,"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."}}