{"id":"W7071839009","doi":"","title":"Value-based Characterization of Cultural Landscapes:
\\nThe Cases of Villa Thompson and Villa Sparrow, Mont-Royal, Montreal","year":2012,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Landscape and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Context (archaeology); Natural (archaeology); Field (mathematics); Filter (signal processing); Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002046809,0.0003307137,0.0006116009,0.0004128946,0.0007648146,0.0001265153,0.0003045516,0.0002027102,0.000284682],"category_scores_gemma":[0.00003417376,0.0002600364,0.0002186089,0.0001793861,0.0003687208,0.0003011906,0.00008248482,0.0003758921,0.000006628983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157571,"about_ca_system_score_gemma":0.000159382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04140397,"about_ca_topic_score_gemma":0.1158162,"domain_scores_codex":[0.997875,0.0002868621,0.0003503706,0.0004058519,0.0005983068,0.0004836349],"domain_scores_gemma":[0.9984279,0.0001750158,0.0004016043,0.0002726125,0.0005631468,0.0001597647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01834702,0.002850046,0.3452805,0.01059382,0.006071613,0.001791279,0.2445143,0.00008836432,0.2815727,0.06080018,0.01856198,0.009528182],"study_design_scores_gemma":[0.003375286,0.002189505,0.6490494,0.001290744,0.001108493,0.00002815456,0.1003241,0.0002676921,0.08894863,0.0001395006,0.151604,0.001674509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8474473,0.0006957134,3.024535e-7,0.000097451,0.0004892453,0.0003434446,0.0001141897,0.00003862515,0.1507737],"genre_scores_gemma":[0.9522381,0.0004344056,0.000001220111,0.00000426946,0.0006442497,0.000004473742,0.0004795423,0.00002926597,0.04616442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3037689,"threshold_uncertainty_score":0.9999852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02860758064653494,"score_gpt":0.2474993675209747,"score_spread":0.2188917868744397,"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."}}