{"id":"W4367725688","doi":"10.1007/978-3-031-14160-7_2","title":"Bioptemes and Mechy Max Systems: Topological Imaginations of Adaptive Architecture","year":2023,"lang":"en","type":"book-chapter","venue":"Springer series in adaptive environments","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Architecture; Computer science; Topology (electrical circuits); Geography; Engineering; Electrical engineering; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003000983,0.0004416068,0.0002600691,0.0004881106,0.0006042643,0.003007188,0.0004536233,0.001075959,0.006099845],"category_scores_gemma":[0.0007174887,0.0002374985,0.0001988607,0.0005046843,0.004633,0.003529063,0.0009414747,0.00162186,0.00131841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007824796,"about_ca_system_score_gemma":0.0004680132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005548238,"about_ca_topic_score_gemma":0.0006244075,"domain_scores_codex":[0.9999119,0.00003190598,0.000003295791,0.00001571827,0.0000288035,0.000008266976],"domain_scores_gemma":[0.9998602,0.00007987073,0.000008745131,0.00001654093,0.0000196386,0.00001504301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002360336,0.000001941441,0.00001556488,0.00001633677,9.779828e-7,0.000007806225,0.0001226309,0.0006120463,0.0001952569,0.9905715,0.003143821,0.005309833],"study_design_scores_gemma":[0.000002355552,0.000005489625,0.00007348805,0.00002271033,0.000001276456,0.00003693492,0.0001047268,0.002098593,0.0001749505,0.933819,0.0636559,0.000004613263],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01510539,0.04427675,0.1980206,0.01274126,0.002321396,0.00003809968,0.0001288271,0.0003412871,0.7270263],"genre_scores_gemma":[0.5620546,0.03909511,0.08687272,0.002654809,0.002959272,0.0002819066,0.0002223227,0.0003754314,0.3054839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006099845,"threshold_uncertainty_score":0.02040601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543064266163507,"score_gpt":0.1933515077059139,"score_spread":0.1779208650442788,"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."}}