{"id":"W7011392725","doi":"","title":"MIGRATIONS AND MALTHUSIAN DEMOGRAPHICS AMONGST TWO PIONEERING PALEO-INUIT TRADITIONS","year":2025,"lang":"en","type":"dissertation","venue":"The Mathematics Enthusiast","topic":"Civil and Structural Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiocarbon dating; Population; Environmental change; Holocene; Arctic; Demographics; Historical ecology; Settlement (finance); Historical demography","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"],"consensus_categories":[],"category_scores_codex":[0.0001560154,0.0004008628,0.0003799002,0.000370136,0.0002851073,0.0001826761,0.0003510982,0.0001538578,0.00009092619],"category_scores_gemma":[0.00004390877,0.0003200586,0.0001441781,0.0005377378,0.00005887169,0.00007864035,0.00002500575,0.0007144698,0.00001255591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006918336,"about_ca_system_score_gemma":0.0000444582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002490435,"about_ca_topic_score_gemma":0.005341586,"domain_scores_codex":[0.9986017,0.00001763857,0.0004273187,0.0002226837,0.0003457025,0.0003849588],"domain_scores_gemma":[0.999077,0.0002227054,0.00005990507,0.0004543382,0.00006690569,0.0001191159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003329669,0.0002429633,0.00003907503,0.02283853,0.002024892,0.00008587482,0.7546459,0.07122115,0.009258229,0.08038102,0.00675981,0.0524692],"study_design_scores_gemma":[0.001848573,0.0001422636,0.02437407,0.006492205,0.001688257,0.0003296257,0.02343382,0.9219644,0.00250645,0.008265252,0.005051813,0.003903244],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9479292,0.002728232,0.003448905,0.0001665752,0.001462908,0.001203389,0.0003763868,0.0009558425,0.04172855],"genre_scores_gemma":[0.9938756,0.001064727,0.0012388,0.000007764925,0.00014354,0.0001603059,0.0003302695,0.00008008775,0.003098903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8507433,"threshold_uncertainty_score":0.9999251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350124861108463,"score_gpt":0.2486383103684196,"score_spread":0.235137061757335,"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."}}