{"id":"W1964115664","doi":"10.1016/j.quaint.2004.02.002","title":"Climate change, communities, and civilizations: driving force, supporting player, or background noise?","year":2004,"lang":"en","type":"article","venue":"Quaternary International","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Terrigenous sediment; Geology; Oceanography; Sediment; Holocene; Estuary; Physical geography; Paleontology; Geography","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005033964,0.0001701771,0.0002225844,0.0001405745,0.002842209,0.00002929492,0.0002698669,0.0001289165,0.001558721],"category_scores_gemma":[0.00005993492,0.0001469392,0.0000400586,0.00007847476,0.00007536211,0.0003209662,0.0005591027,0.0003451807,0.0002302165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003698391,"about_ca_system_score_gemma":0.0001299639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005064127,"about_ca_topic_score_gemma":0.04366734,"domain_scores_codex":[0.9981705,0.0001107437,0.000554001,0.0001905397,0.0001925411,0.0007816993],"domain_scores_gemma":[0.9989489,0.0003005301,0.0002865356,0.0001755221,0.0002061273,0.00008240837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001609701,0.0001578865,0.8874958,0.0001793413,0.000148675,0.00008138618,0.08587122,0.00006483177,0.00007314506,0.02368997,0.0007951695,0.001281655],"study_design_scores_gemma":[0.0116049,0.00136648,0.433889,0.002916012,0.0001504698,0.0004362118,0.4692943,0.01034891,0.0000831404,0.01111115,0.05703153,0.001767895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778721,0.0001040742,0.0009633739,0.0037283,0.002104185,0.0006625615,0.00008518717,0.0001151167,0.01436515],"genre_scores_gemma":[0.9921897,0.001290255,0.0006872215,0.002623174,0.0007654178,0.0003131996,0.0001746362,0.00003444536,0.001921962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4536068,"threshold_uncertainty_score":0.999354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1037834941829882,"score_gpt":0.4152491499553257,"score_spread":0.3114656557723375,"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."}}