{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004559344,0.000559831,0.000304826,0.0008826013,0.003258453,0.004845097,0.001470554,0.001457012,0.04644681],"category_scores_gemma":[0.005183537,0.0002808368,0.0005604791,0.0005701758,0.002352465,0.003732495,0.009471083,0.002034857,0.01614306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00137852,"about_ca_system_score_gemma":0.003490949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001242267,"about_ca_topic_score_gemma":0.002816913,"domain_scores_codex":[0.9971653,0.001019578,0.00005333329,0.0003897164,0.000956687,0.0004153603],"domain_scores_gemma":[0.9965905,0.000506806,0.00009199732,0.0007387087,0.0004896929,0.001582305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006014676,0.0009628975,0.002218813,0.0004000599,0.00002876847,0.0006042836,0.01527914,0.002398254,0.007953667,0.3073881,0.3055649,0.3565997],"study_design_scores_gemma":[0.00009902109,0.0001169138,0.0004314192,0.00006166258,0.000005702364,0.0001404818,0.005861138,0.001138482,0.002588045,0.03104253,0.9584925,0.00002206356],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1413086,0.001318022,0.1362073,0.0294819,0.006073873,0.001934718,0.003917531,0.006494287,0.6732638],"genre_scores_gemma":[0.3377844,0.0009251211,0.1321846,0.002326112,0.0005662179,0.002045237,0.004593257,0.002830385,0.5167447],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04644681,"threshold_uncertainty_score":0.15538,"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."}}