{"id":"W4411308386","doi":"10.21606/drs.2012.93","title":"UNESCO Cities of Design: Montréal as prototype","year":2012,"lang":"en","type":"article","venue":"Proceedings of DRS","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002736774,0.0007333601,0.0002274379,0.0009568585,0.002999823,0.004490004,0.00289109,0.001097201,0.03938473],"category_scores_gemma":[0.005072056,0.0005767305,0.000525537,0.001539487,0.002570182,0.00265974,0.003303261,0.001013005,0.004635377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008428593,"about_ca_system_score_gemma":0.008096633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3489359,"about_ca_topic_score_gemma":0.5485266,"domain_scores_codex":[0.9984487,0.0004679101,0.00003238564,0.0001981362,0.0006227412,0.0002301017],"domain_scores_gemma":[0.9985157,0.0003039432,0.0000342265,0.0003857889,0.0003928474,0.0003674817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006923486,0.001119765,0.004588667,0.0004907919,0.00003262267,0.00106066,0.02785044,0.008101655,0.01321755,0.1407696,0.5061799,0.295896],"study_design_scores_gemma":[0.000100445,0.0001925586,0.002800646,0.0001276954,0.00001543965,0.0001361683,0.002529491,0.002808547,0.001986254,0.003583401,0.9856419,0.00007744983],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0929566,0.001372773,0.07743176,0.006314109,0.0008582824,0.003537209,0.0068624,0.01144997,0.7992169],"genre_scores_gemma":[0.3079589,0.001873116,0.227209,0.001175812,0.0001018473,0.004131028,0.008616311,0.003076697,0.4458574],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6510642,"threshold_uncertainty_score":0.6938097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09895374504607049,"score_gpt":0.2353301588035378,"score_spread":0.1363764137574673,"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."}}