{"id":"W2989787495","doi":"10.1177/0739456x19890668","title":"Review: <i>Adapting Cities to Sea Level Rise: Green and Gray Strategies</i> , by Stefan Al, <i>Unlocking Sustainable Cities: A Manifesto for Real Change</i> , by Paul Chatterton and <i>Life After Carbon: The Next Global Transformation of Cities</i> , by Peter Plastrik and John Cleveland","year":2019,"lang":"en","type":"article","venue":"Journal of Planning Education and Research","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"EXP (Canada)","funders":"","keywords":"Gray (unit); Manifesto; Sustainable development; Economic geography; Geography; Environmental ethics; Political science; Law; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002570878,0.0001448994,0.0002962784,0.000100376,0.0004468198,0.0003502624,0.0001551148,0.00009245027,0.000009929586],"category_scores_gemma":[0.00006519195,0.0001072267,0.0000366742,0.0002224129,0.000285096,0.0008955427,0.00003191981,0.0002876019,9.110278e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007789717,"about_ca_system_score_gemma":0.0004407385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005351306,"about_ca_topic_score_gemma":0.000381773,"domain_scores_codex":[0.9981762,0.0002435257,0.0004440571,0.0002050659,0.0005353891,0.0003957693],"domain_scores_gemma":[0.998746,0.0002924206,0.0002242926,0.00008932187,0.0004121197,0.0002358292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009268516,0.0001588786,0.6062447,0.006193784,0.0001154159,0.000005238032,0.1325434,0.000001289088,0.0006181345,0.0002400275,0.2440213,0.008931006],"study_design_scores_gemma":[0.00237233,0.001267846,0.1240565,0.005016123,0.000164097,0.00004862022,0.4690627,0.00008519281,0.0001669154,0.001075406,0.3960218,0.000662466],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956194,0.03404371,0.00005449997,0.007886932,0.0001068667,0.0008100862,0.0001903795,0.000005698081,0.0007078288],"genre_scores_gemma":[0.9901623,0.007973915,0.00004341833,0.000975183,0.0001773108,0.00004528984,0.00002217672,0.00001036813,0.0005901098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4821882,"threshold_uncertainty_score":0.808961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06836923605264796,"score_gpt":0.3788714687963258,"score_spread":0.3105022327436779,"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."}}