{"id":"W4394848371","doi":"10.5040/9781350121775.ch-018","title":"Unimaginable Fine Communities","year":2022,"lang":"en","type":"other","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0005694021,0.000415719,0.0002035001,0.0005388359,0.00672212,0.004379677,0.0006181399,0.001469351,0.03034168],"category_scores_gemma":[0.001688709,0.0002242882,0.0001828477,0.000618177,0.00576608,0.007767045,0.002718012,0.001895148,0.00582848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002331899,"about_ca_system_score_gemma":0.001290521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007391432,"about_ca_topic_score_gemma":0.02107962,"domain_scores_codex":[0.9996112,0.0001454079,0.000007326877,0.00006850343,0.00007581597,0.00009191256],"domain_scores_gemma":[0.999574,0.0001193751,0.00003243396,0.00007944241,0.00007343264,0.000121346],"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":[0.0000111053,0.000007448774,0.0001118728,0.00002338532,0.0000013665,0.00002753211,0.002163533,0.00008547473,0.00004097561,0.9165835,0.0686916,0.01225216],"study_design_scores_gemma":[0.00001056048,0.000009984947,0.0004706362,0.00007843686,0.000003788875,0.0001021714,0.002897246,0.0003838004,0.0002434522,0.5030105,0.4927785,0.00001073163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01041218,0.008629025,0.007181363,0.03211977,0.0008455884,0.0000164448,0.0001277743,0.0001666931,0.9405012],"genre_scores_gemma":[0.6468046,0.01151464,0.00436505,0.0062508,0.0006541293,0.0000839607,0.0002218516,0.0002656006,0.3298393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03034168,"threshold_uncertainty_score":0.1015031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006862091814136047,"score_gpt":0.1807282732811457,"score_spread":0.1738661814670097,"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."}}