{"id":"W7112995518","doi":"","title":"Digital Spark Presentation: Providence Town Center","year":2025,"lang":"","type":"article","venue":"Digital Commons - Ursinus (Ursinus College)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SPARK (programming language); Center (category theory); Class (philosophy); Tower; Quarter (Canadian coin)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009114583,0.0009916717,0.0005004165,0.0007075105,0.002819965,0.004007668,0.001114609,0.001121138,0.6482982],"category_scores_gemma":[0.001659498,0.0002956252,0.0005176364,0.0007832189,0.0003616333,0.001771493,0.002359766,0.001663996,0.3209221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368536,"about_ca_system_score_gemma":0.001444182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00600714,"about_ca_topic_score_gemma":0.02323233,"domain_scores_codex":[0.9995946,0.00002911628,0.000008727398,0.0000650958,0.0002437555,0.00005872783],"domain_scores_gemma":[0.9992379,0.00006041155,0.00001459438,0.00007593583,0.000305544,0.0003055548],"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":[0.00001923934,0.000009662733,0.00001993838,0.00001316574,8.961286e-7,0.00002184265,0.00001391386,0.00003264107,0.0001609157,0.0008070383,0.9918656,0.00703509],"study_design_scores_gemma":[0.00000840737,0.00001027305,0.0001068128,0.00001458715,0.00000151082,0.00001787142,0.00004448097,0.00008820024,0.000111693,0.0003449105,0.9992474,0.000003822175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001175886,0.0009477822,0.002555364,0.008638248,0.01168611,0.0001295773,0.003274092,0.006644814,0.9649483],"genre_scores_gemma":[0.002745884,0.0005112514,0.0007869333,0.0006133466,0.001361434,0.00004687246,0.001833776,0.0009856875,0.9911147],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6482982,"threshold_uncertainty_score":0.5016599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01074704299137776,"score_gpt":0.2338608503853281,"score_spread":0.2231138073939503,"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."}}