{"id":"W4205382204","doi":"10.12987/9780300262445-004","title":"Maps","year":2021,"lang":"en","type":"book-chapter","venue":"Collapse","topic":"Financial Crisis of the 21st Century","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002273388,0.000338723,0.0008364676,0.0002542952,0.00008924121,0.00009552817,0.0004393407,0.0004938614,0.00615477],"category_scores_gemma":[0.0001126553,0.0004687826,0.0003856653,0.00005805513,0.00006589597,0.00008162943,0.0002518202,0.0003549925,0.01246996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002508484,"about_ca_system_score_gemma":0.00006908886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002432646,"about_ca_topic_score_gemma":0.00002687038,"domain_scores_codex":[0.9982904,0.000003719686,0.0006781362,0.0006647175,0.00005640202,0.0003065765],"domain_scores_gemma":[0.998412,0.00003225977,0.0004876576,0.0008903575,0.00006466718,0.0001130378],"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":[0.00000737238,0.00001351284,0.00004112459,0.00003953159,0.00005680669,0.00005933591,0.00002450051,0.00000170072,9.901116e-7,0.8274574,0.1717165,0.0005812183],"study_design_scores_gemma":[0.0001818859,0.00002068542,0.00005876206,0.00005934658,0.00001125726,0.000006152185,0.000002882075,0.000003440342,0.000008542308,0.2451678,0.7540955,0.0003836908],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006858199,0.02783844,0.00003311894,0.0006051072,0.00264989,0.000214689,0.0009032902,0.00006349889,0.9676234],"genre_scores_gemma":[0.001350516,0.002055378,0.0004703926,0.0006078453,0.0006464298,0.00001229701,0.000188423,0.0001288857,0.9945399],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.582379,"threshold_uncertainty_score":0.9997764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03005147875807911,"score_gpt":0.19950696328769,"score_spread":0.1694554845296109,"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."}}