{"id":"W4389040384","doi":"10.4324/9781003377344","title":"Canopy Cities","year":2023,"lang":"en","type":"book","venue":"","topic":"Historical and Architectural Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Canopy; Geography; Environmental science; Archaeology","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":[0.0001738673,0.0006705665,0.0004043926,0.001147479,0.003419545,0.007675054,0.001062046,0.00148979,0.379271],"category_scores_gemma":[0.0005931403,0.0004032051,0.0003964964,0.00230102,0.0005969236,0.003719241,0.003560685,0.001951673,0.1933155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0021284,"about_ca_system_score_gemma":0.001892514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009261969,"about_ca_topic_score_gemma":0.0381108,"domain_scores_codex":[0.9996663,0.00003378421,0.0000152477,0.00007186434,0.0001463743,0.000066489],"domain_scores_gemma":[0.9998478,0.00001444387,0.000008251575,0.00002655682,0.00005727117,0.00004578701],"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":[0.00001145437,0.00002170085,0.0002372262,0.0001025211,0.000002250296,0.0001518355,0.0006206374,0.0001201179,0.0001866825,0.0829704,0.8236203,0.0919549],"study_design_scores_gemma":[6.996363e-7,0.000001024426,0.00007682808,0.00001821905,3.068228e-7,0.00003377743,0.00009760383,0.00001263742,0.00001924507,0.0008958651,0.9988425,0.0000012565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005048624,0.001380664,0.0005337101,0.001043215,0.0007782792,0.00002549405,0.0009060273,0.0003521665,0.9944755],"genre_scores_gemma":[0.003144302,0.001167197,0.0006302043,0.0004439876,0.00006879839,0.00002158029,0.0009296006,0.0002294323,0.9933649],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.379271,"threshold_uncertainty_score":0.8853946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05231916856208746,"score_gpt":0.2016173667207521,"score_spread":0.1492981981586647,"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."}}