{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000160022,0.001188561,0.001061183,0.0008622779,0.0007856177,0.002313916,0.001316548,0.0004372609,0.0001844541],"category_scores_gemma":[0.0002047892,0.001348569,0.000628426,0.0024731,0.0006297246,0.002746709,0.0004991681,0.0009973041,0.0004538817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008184257,"about_ca_system_score_gemma":0.0008031211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002338729,"about_ca_topic_score_gemma":0.00004784513,"domain_scores_codex":[0.9946211,0.0001208625,0.001445988,0.001241582,0.001077002,0.001493485],"domain_scores_gemma":[0.9965553,0.001029456,0.0002321319,0.001179696,0.0004282144,0.0005751986],"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":[0.002038312,0.003169833,0.01946327,0.001023263,0.002095319,0.0009632046,0.00222927,0.04179601,0.00006991829,0.03610342,0.4566767,0.4343714],"study_design_scores_gemma":[0.00958684,0.001951346,0.04108476,0.004856361,0.0007465248,0.001246077,0.002198055,0.07436766,0.000856175,0.06538217,0.7919115,0.005812508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03622162,0.004692287,0.05783455,0.007004285,0.005066494,0.003201442,0.004628335,0.001031,0.88032],"genre_scores_gemma":[0.9636542,0.00001949581,0.0005326,0.0003337544,0.0004495104,0.0001209631,0.0005555477,0.000138692,0.0341953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9274325,"threshold_uncertainty_score":0.9988964,"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."}}