{"id":"W3168488376","doi":"10.14288/hfjc.v14i1.301","title":"UBC SEEDS Sustainability Program: Universal Change Rooms Programming and Policy","year":2020,"lang":"en","type":"article","venue":"Open Collections","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Recreation; Sustainability; Perception; Psychology; Public relations; Medical education; Universal design; Medicine; Political science; Computer science; World Wide Web","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00008803367,0.0001183955,0.0001637562,0.00005880204,0.004502892,0.0009208709,0.0001785097,0.0000438779,0.0003731443],"category_scores_gemma":[0.00005394981,0.0001166458,0.00005654069,0.0002950324,0.0003762437,0.0002726607,0.0001429348,0.0001578969,0.00000383188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002205352,"about_ca_system_score_gemma":0.0003168925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03185505,"about_ca_topic_score_gemma":0.0181647,"domain_scores_codex":[0.9992369,0.00008125512,0.0001160383,0.0002318349,0.00009355116,0.000240424],"domain_scores_gemma":[0.9995355,0.00003284157,0.00004530925,0.00009831025,0.0001337779,0.0001542563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001908409,0.0004578633,0.0001779199,0.0001575149,0.0001294701,0.00002247882,0.609219,0.000004486402,0.000002462656,0.09812307,0.1241033,0.1674116],"study_design_scores_gemma":[0.0002919424,0.0003639582,0.00006347656,0.000004940934,0.00002570434,0.000001543503,0.02271918,0.00007793998,0.000001268276,0.002964811,0.9733407,0.0001444536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003530575,0.0002568228,0.0002396159,0.01160682,0.0003727718,0.00548213,0.00007586511,0.0005342248,0.9779012],"genre_scores_gemma":[0.6323273,0.00003218525,0.0007718181,0.001305764,0.002723495,0.0009632541,0.00002509076,0.00005119046,0.3618],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8492375,"threshold_uncertainty_score":0.9997512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05374197787245453,"score_gpt":0.2808446523721842,"score_spread":0.2271026744997297,"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."}}