{"id":"W4404398269","doi":"10.21203/rs.3.rs-5311574/v1","title":"On the Mechanism of Mid-Pleistocene Transition","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Pleistocene; Transition (genetics); Mechanism (biology); Geology; Paleontology; Chemistry; Epistemology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008079311,0.0002378186,0.0002999559,0.001014332,0.0006211989,0.001906894,0.0006970496,0.001147083,0.01207521],"category_scores_gemma":[0.001948274,0.0003257382,0.0004266416,0.0004948008,0.001119832,0.001992978,0.001194331,0.0006736029,0.001042317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009425868,"about_ca_system_score_gemma":0.000602676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003381473,"about_ca_topic_score_gemma":0.002754586,"domain_scores_codex":[0.999867,0.00002311973,0.000009222363,0.00004600122,0.0000173545,0.00003729736],"domain_scores_gemma":[0.9996397,0.000131248,0.00005766576,0.00005548889,0.00006542967,0.00005035283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001717107,0.000157962,0.1207973,0.0007127806,0.0004145227,0.002959419,0.004450047,0.02342756,0.05831014,0.6990084,0.007941224,0.08010353],"study_design_scores_gemma":[0.0003241243,0.0003403058,0.5230154,0.0003642181,0.0002837299,0.001601975,0.004567241,0.02629666,0.01686284,0.3782384,0.04797401,0.0001309684],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9212625,0.005716954,0.008677348,0.004737777,0.0003774964,0.00006050515,0.0008421658,0.0003029739,0.0580224],"genre_scores_gemma":[0.9949636,0.0009468929,0.0005030856,0.0001373989,0.00004591208,0.00001040606,0.0001253944,0.00003972719,0.003227638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01207521,"threshold_uncertainty_score":0.04039562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06503024604918506,"score_gpt":0.3398196133034683,"score_spread":0.2747893672542832,"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."}}