{"id":"W2962264899","doi":"10.1016/j.quascirev.2019.06.038","title":"Human responses to environmental change on the southern coastal plain of the Caspian Sea during the Mesolithic and Neolithic periods","year":2019,"lang":"en","type":"article","venue":"Quaternary Science Reviews","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"British Academy; National Geographic Society","keywords":"Mesolithic; Geography; Pleistocene; Climate change; Younger Dryas; Coastal plain; Population; Archaeology; Foothills; Environmental change; Cave; Holocene; Floodplain; Ecology; Physical geography; Geology; Oceanography; Paleontology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001435976,0.0001558301,0.0001933255,0.00003378636,0.0008451323,0.00005630328,0.0006574012,0.00002090638,0.0007106516],"category_scores_gemma":[0.00003999284,0.00006263429,0.00006910533,0.000182825,0.0007969196,0.00012807,0.0002185041,0.0001538438,0.0004419329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001153951,"about_ca_system_score_gemma":0.00001245678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003912349,"about_ca_topic_score_gemma":0.001319572,"domain_scores_codex":[0.9984745,0.0002746002,0.0002303123,0.0002976025,0.0004253269,0.0002976748],"domain_scores_gemma":[0.9992564,0.0000746602,0.0001443154,0.000444653,0.000002591452,0.00007742696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001513796,0.000007233002,0.9880097,0.00002179538,0.000003494766,0.000001508659,0.002733952,0.00001216047,0.001001694,0.00001193962,0.00001635698,0.008165026],"study_design_scores_gemma":[0.00006259446,0.0001536542,0.9873453,0.0000701969,0.000006164138,0.00001833413,0.00134517,0.0002267865,0.0001682157,0.0000206618,0.01048443,0.0000985018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947056,0.0015025,2.456697e-7,0.001671719,0.0001047151,0.0007713844,0.00006021267,0.000004994715,0.001178686],"genre_scores_gemma":[0.9959132,0.0006895394,0.000008723599,0.0009750947,0.00004850604,0.00001063053,0.000001449056,0.000003175667,0.002349662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01046807,"threshold_uncertainty_score":0.7781137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0334760552619459,"score_gpt":0.2369181002416237,"score_spread":0.2034420449796778,"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."}}