{"id":"W4405354031","doi":"10.1016/j.quaint.2024.109593","title":"Climate frameworks for the Middle Stone Age and Later Stone Age in Northwest Africa","year":2024,"lang":"en","type":"article","venue":"Quaternary International","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Middle Stone Age; Stone Age; Archaeology; Physical geography; Later Stone Age; Geography; Geology; Cave","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":[0.0005352981,0.0002095791,0.0002028069,0.0009687514,0.0006842717,0.001255819,0.0003499825,0.0002160357,0.001752513],"category_scores_gemma":[0.001437687,0.0001197182,0.0002674866,0.001338986,0.0007310093,0.0007997669,0.0007120011,0.0002845855,0.00005270035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00267337,"about_ca_system_score_gemma":0.0009769305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09029402,"about_ca_topic_score_gemma":0.1648941,"domain_scores_codex":[0.9998406,0.00007640351,0.000007399334,0.00001909226,0.00001019359,0.00004623795],"domain_scores_gemma":[0.9997283,0.00009012801,0.00009649748,0.00001373895,0.00002836496,0.00004294146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004335877,0.00008114351,0.779774,0.0001881704,0.0001671652,0.002188819,0.01628127,0.06068193,0.002366473,0.09136592,0.001027755,0.04544374],"study_design_scores_gemma":[0.00003302985,0.00005513294,0.9179931,0.0001946756,0.0000614513,0.0003806851,0.01596073,0.03317271,0.0005356686,0.02062702,0.01092784,0.00005809066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946681,0.000758181,0.0007814057,0.0003144952,0.000006173439,0.000006615735,0.0002504934,0.000006653255,0.003207884],"genre_scores_gemma":[0.9994241,0.0001986769,0.0002392509,0.000004987792,0.000001739788,0.00000308504,0.00004028864,0.0000019802,0.00008591932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09029402,"threshold_uncertainty_score":0.1795369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04055275213129774,"score_gpt":0.3209634314352576,"score_spread":0.2804106793039599,"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."}}