{"id":"W7005178342","doi":"","title":"From Prose to Practice: An overview of public participation in Montreal's Heritage Planning","year":2022,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Plant Ecology and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Public participation; Community participation; Placemaking; Cultural heritage; Context (archaeology)","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":[],"consensus_categories":[],"category_scores_codex":[0.0009766829,0.0003633011,0.0006116877,0.00008462545,0.0007014174,0.00004889378,0.0004653559,0.0003597783,0.0007644399],"category_scores_gemma":[0.001290489,0.0002099058,0.0001201729,0.0006397521,0.00002376231,0.0008960178,0.0001553488,0.000709988,0.0000414235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002072354,"about_ca_system_score_gemma":0.00001445661,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004526748,"about_ca_topic_score_gemma":0.1217564,"domain_scores_codex":[0.9969243,0.0007651001,0.000672917,0.0007503807,0.0003918261,0.0004954804],"domain_scores_gemma":[0.9981048,0.0008149395,0.0005726619,0.0001498084,0.0001653152,0.0001924445],"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":[0.00157698,0.003168082,0.01472643,0.0002307151,0.0004476403,0.0002992811,0.0004178114,0.0001533809,0.08877777,0.01005615,0.00005632622,0.8800895],"study_design_scores_gemma":[0.0004890135,0.0009712884,0.7943889,0.0002576722,0.0001668483,0.000005846181,0.008567618,0.00001030641,0.003842058,0.00513613,0.1852582,0.0009060824],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842732,0.001080411,4.922089e-9,0.0001065107,0.0004687516,0.0006761519,0.002246614,0.00006880206,0.01107956],"genre_scores_gemma":[0.9941354,0.0002862969,0.0001139245,0.000284661,0.00005189379,0.0005343109,0.00379316,0.000005703928,0.0007946576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8791834,"threshold_uncertainty_score":0.8942692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0824708866346121,"score_gpt":0.3190562389007442,"score_spread":0.2365853522661321,"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."}}