{"id":"W4385361859","doi":"10.59962/9780774863247","title":"A Great Revolutionary Wave","year":2020,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Political Economy and Marxism","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Geology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001338611,0.0000920001,0.0003923974,0.00002289365,0.0004269083,0.00006121537,0.0004278376,0.0004387656,0.001046707],"category_scores_gemma":[0.00005100993,0.0002589558,0.000234692,0.00001179015,0.001273498,0.00010763,0.0002687437,0.0003218187,0.00002412517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003294248,"about_ca_system_score_gemma":0.001096346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4344097,"about_ca_topic_score_gemma":0.3897734,"domain_scores_codex":[0.9987251,0.0001178122,0.0001618891,0.0003754211,0.0002867755,0.0003329579],"domain_scores_gemma":[0.9990793,0.0001093497,0.0001613276,0.0001802203,0.0001446003,0.0003251707],"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":[0.00001077235,0.0000149741,0.000006467434,0.00010344,0.00008611812,0.0004848747,0.0009219967,7.660983e-8,2.94354e-7,0.03783163,0.9428964,0.01764296],"study_design_scores_gemma":[0.0002805354,0.00003364175,0.0001719109,0.0002570893,0.00009952635,0.000008606798,0.0002069962,0.000005432679,9.192568e-8,0.01690445,0.9817889,0.0002427722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005755989,0.0003288399,0.00002749218,0.00008889395,0.0001727019,0.0003629697,0.0008828939,0.0001092532,0.9979694],"genre_scores_gemma":[0.001010862,0.0004832979,0.0002174535,0.0001579003,0.0002590066,5.387719e-7,0.00004223396,0.00001519161,0.9978135],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04463633,"threshold_uncertainty_score":0.9999863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02655875638607367,"score_gpt":0.1966464360769187,"score_spread":0.1700876796908451,"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."}}