{"id":"W2003270805","doi":"10.1353/dss.2014.0056","title":"Can New York City Survive the Sea?","year":2014,"lang":"en","type":"article","venue":"Dissent","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Mile; Square (algebra); Archaeology; Geography; Quarter (Canadian coin); Situated; Wetland","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000122819,0.00006217701,0.00004674428,0.00000423262,0.00007862036,0.00002108619,0.0001690559,0.000008874228,0.00197909],"category_scores_gemma":[0.00001291765,0.000038278,0.00003152556,0.00007668723,0.00004878145,0.00001678035,0.000841576,0.00004027956,0.000349627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000326689,"about_ca_system_score_gemma":0.000002297797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01559547,"about_ca_topic_score_gemma":0.01119153,"domain_scores_codex":[0.9994852,0.00002565748,0.00005922166,0.0001335719,0.0001576974,0.0001386778],"domain_scores_gemma":[0.9996767,0.00002137266,0.00001936895,0.0002076722,0.000001035134,0.00007382529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000114348,0.00008399911,0.2064468,0.000004775346,0.0000146141,0.000003014824,0.0007953824,0.0004177934,0.0002111887,0.007705738,0.2162511,0.5680541],"study_design_scores_gemma":[0.0001244347,0.00003171149,0.6053339,0.000002838451,0.0000109166,9.044714e-7,0.0002124477,0.0003761694,0.0003025723,0.01110536,0.3823763,0.0001225434],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3954377,0.00001042071,0.001340579,0.02012376,0.00028727,0.0002527346,0.000002857053,0.00005345382,0.5824912],"genre_scores_gemma":[0.9797518,0.000001711731,0.00004149127,0.000582932,0.00005334411,0.000004812538,0.00000415551,0.000003732082,0.01955606],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.584314,"threshold_uncertainty_score":0.9989333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235300407375046,"score_gpt":0.1999715531843292,"score_spread":0.1876185491105788,"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."}}