{"id":"W4323670498","doi":"10.1111/cag.12826","title":"Urban ecologies on the edge: Making Manila's resource frontierKristian KarloSaguinUniversity of California Press Oakland, 2022. 216 pp., paperback $37.95 (ISBN 978‐0520382664)","year":2023,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Southeast Asian Sociopolitical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Economic geography; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006967736,0.000563613,0.0002290494,0.0007493264,0.004246675,0.008788105,0.0007956313,0.000935171,0.01407286],"category_scores_gemma":[0.0005269623,0.0003138548,0.0001858779,0.001241361,0.00493706,0.008707543,0.005933395,0.002222002,0.001805163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002978125,"about_ca_system_score_gemma":0.003450884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01755909,"about_ca_topic_score_gemma":0.05664597,"domain_scores_codex":[0.9996891,0.0001193641,0.000004862367,0.00003060759,0.00005497668,0.0001010983],"domain_scores_gemma":[0.9996735,0.00007638549,0.00002340908,0.00001625528,0.00005369626,0.000156778],"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":[0.00003625385,0.00004479973,0.002266164,0.0003142862,0.000007601589,0.001089098,0.1119491,0.0003585228,0.0002947458,0.1759886,0.4885413,0.2191095],"study_design_scores_gemma":[0.000001092598,0.000007503417,0.001515572,0.0001955719,0.000001970819,0.0001053595,0.04087296,0.00005456059,0.00005083196,0.005977159,0.9512091,0.000008375448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.07148928,0.1591138,0.003701416,0.25328,0.003691526,0.00004931495,0.0003545351,0.0004776322,0.5078425],"genre_scores_gemma":[0.5961666,0.08928441,0.004502015,0.01517226,0.001258666,0.00009881965,0.0002923903,0.0003981076,0.2928267],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01755909,"threshold_uncertainty_score":0.04707843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01663910001215363,"score_gpt":0.2229098679224662,"score_spread":0.2062707679103126,"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."}}