{"id":"W7135853676","doi":"","title":"Thinking Inside the Box:A Reader in Interior Design for the 21st Century","year":2007,"lang":"en","type":"book","venue":"Discovery Research Portal (University of Dundee)","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Craft; Interior design; Field (mathematics); Discipline; Abstraction; Space (punctuation); Ephemeral key; Product (mathematics)","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002596566,0.0002649571,0.0004217724,0.0004389566,0.001928233,0.0001537325,0.001294024,0.000242899,0.0006792899],"category_scores_gemma":[0.00008481684,0.0001976054,0.0004076518,0.00007606505,0.003259777,0.0004135559,0.0003408595,0.001337845,0.00002179329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002710078,"about_ca_system_score_gemma":0.0009951346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002283418,"about_ca_topic_score_gemma":0.03608626,"domain_scores_codex":[0.9974075,0.0003261523,0.0002626463,0.0003914454,0.001021931,0.000590354],"domain_scores_gemma":[0.9971135,0.001842766,0.0002353625,0.0004710873,0.000260852,0.00007641006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006235698,0.00007510245,0.00001040705,0.0002009084,0.0002951187,0.0001517418,0.2364851,0.00001204808,0.000009283606,0.6571961,0.09757708,0.007363555],"study_design_scores_gemma":[0.0003898253,0.0002148254,0.0001124857,0.0002993363,0.0000729547,0.000002948974,0.1890394,0.00001494707,0.000003142594,0.03991023,0.7696617,0.0002781224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003752943,0.004653922,0.002235072,0.0005687675,0.0006357288,0.001978359,0.0002237464,0.00003813451,0.989291],"genre_scores_gemma":[0.04832502,0.002659381,0.0001279504,0.0002215595,0.0009521256,0.000006164456,0.0001393964,0.00007625883,0.9474921],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6720847,"threshold_uncertainty_score":0.9994528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012386872459873,"score_gpt":0.2829599886288294,"score_spread":0.181721301382842,"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."}}