{"id":"W4245308846","doi":"10.3138/9781442617636","title":"Backrooms and Beyond","year":2016,"lang":"en","type":"book","venue":"University of Toronto Press eBooks","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005180792,0.0001877108,0.0003153184,0.00001940711,0.0003575927,0.00001461018,0.0002420583,0.00016927,0.001454024],"category_scores_gemma":[0.00000206519,0.0001841975,0.0001319064,1.135136e-7,0.001053428,0.00008584718,0.0001200654,0.0001127483,0.000008822021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002286581,"about_ca_system_score_gemma":0.0001188589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01906847,"about_ca_topic_score_gemma":0.06861188,"domain_scores_codex":[0.9993269,0.00003977312,0.00009819958,0.0002243617,0.000161527,0.0001492132],"domain_scores_gemma":[0.9994206,0.00006025076,0.0001574023,0.0002017706,0.00007780017,0.0000822139],"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":[0.00007427754,0.00001010817,2.840888e-7,0.0001261507,0.0001466127,0.00001575526,0.1788293,3.17079e-8,0.000006975178,0.6124813,0.1858987,0.02241053],"study_design_scores_gemma":[0.0002912808,0.00006895856,0.000001915838,0.0000780332,0.0001054286,4.964918e-7,0.0003520785,4.586737e-7,0.000003077855,0.003944417,0.9949325,0.0002213728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009513987,0.003958359,0.00003527448,0.000007086818,0.0003075612,0.0001718821,0.0002203169,0.00004626785,0.9952437],"genre_scores_gemma":[0.0001509398,0.0003368555,0.00005122896,0.0000339713,0.000433628,1.677104e-7,0.0000105629,0.00002171208,0.9989609],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8090338,"threshold_uncertainty_score":0.9994588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01853803143054494,"score_gpt":0.1756202300826888,"score_spread":0.1570821986521439,"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."}}