{"id":"W4249967410","doi":"10.32920/ryerson.14656758","title":"Make/shift - a creative community project","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Grassroots; Prosperity; Factory (object-oriented programming); Neighbourhood (mathematics); Industrial heritage; Architectural engineering; Sociology; Political science; Engineering; Economic growth; Cultural heritage; Politics; Economics; Computer science; Cultural heritage management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001052933,0.0001994469,0.0002211025,0.00008024942,0.00007267037,0.00006925291,0.0002231207,0.0001401411,0.0001280383],"category_scores_gemma":[0.00001557813,0.0001871904,0.0001026666,0.00008933212,0.00002203058,0.00001744044,0.0003371535,0.001139704,0.00001689844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000495932,"about_ca_system_score_gemma":0.0001006124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005745828,"about_ca_topic_score_gemma":0.0002569041,"domain_scores_codex":[0.9992866,0.000169428,0.0001507981,0.0001293426,0.000132336,0.0001315038],"domain_scores_gemma":[0.9994397,0.0001328199,0.00001969889,0.0003368536,0.00004010286,0.0000308977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001783418,0.0001377619,0.0001056745,0.001091609,0.0008252284,0.00006557257,0.02279322,0.9324294,0.0001250921,0.002588192,0.007356269,0.03246414],"study_design_scores_gemma":[0.001939898,0.0004543173,0.1002177,0.002667052,0.0006113584,0.0001468051,0.01090264,0.5584063,0.01195705,0.2702551,0.03574765,0.00669418],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.114293,0.0004469609,0.5019714,0.00006820956,0.0002977362,0.000441887,0.00003337758,0.0008370818,0.3816104],"genre_scores_gemma":[0.984417,0.00002033643,0.01455628,0.000106887,0.00006991843,0.00007930724,0.0002633231,0.0000329969,0.0004539103],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.870124,"threshold_uncertainty_score":0.7633401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0328502904208504,"score_gpt":0.2639661336883214,"score_spread":0.231115843267471,"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."}}