{"id":"W4241025220","doi":"10.4324/9781315574516","title":"Courtyard Housing for Health and Happiness","year":2016,"lang":"en","type":"book","venue":"","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Happiness; Psychology; Business; Social psychology","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":[0.0001263993,0.0001982123,0.0003702785,0.00008180376,0.0007697273,0.00005143282,0.00008162288,0.0001035103,0.0005024046],"category_scores_gemma":[0.000008306091,0.0001401194,0.0001037878,0.000002263468,0.0003996568,0.00004221737,0.00002143353,0.0001067001,0.00002097231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000161368,"about_ca_system_score_gemma":0.0006232772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000060427,"about_ca_topic_score_gemma":0.001699336,"domain_scores_codex":[0.9992321,0.00002050801,0.0001911813,0.0002203496,0.0001139768,0.0002218455],"domain_scores_gemma":[0.9994604,0.0001100011,0.0001358652,0.0001154171,0.00007248629,0.0001058024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001475146,0.000004179479,1.714354e-7,0.0001949735,0.00002530228,5.335223e-7,0.01824563,1.360308e-8,1.93726e-7,0.4378861,0.5276067,0.01602144],"study_design_scores_gemma":[0.000194493,0.00009300024,2.251597e-7,0.0001381085,0.00001444869,5.100824e-7,0.0002522541,0.000001106786,1.729727e-7,0.05340708,0.9456963,0.0002022883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003505403,0.002904464,0.002663809,0.0007052617,0.0008829899,0.0004438038,0.0001683939,0.0001141222,0.9921136],"genre_scores_gemma":[0.0001118966,0.000236567,0.0001473587,0.002389369,0.003635733,0.00001904952,0.00004416468,0.00005745465,0.9933584],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4180896,"threshold_uncertainty_score":0.5920197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04592442914122981,"score_gpt":0.2513756137173715,"score_spread":0.2054511845761418,"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."}}