{"id":"W4394697345","doi":"10.5334/joad.121","title":"A Critical Inventory and Associated Chronology of the Middle Stone Age and Later Stone Age in Northwest Africa","year":2024,"lang":"en","type":"article","venue":"Journal of Open Archaeology Data","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Chronology; Archaeology; Stone Age; Middle Stone Age; Ancient history; Geography; History; Pleistocene","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"],"consensus_categories":[],"category_scores_codex":[0.002384139,0.0001141485,0.0004703962,0.0002041844,0.0001493782,0.00003840285,0.001467191,0.0001703166,0.00008769183],"category_scores_gemma":[0.001328603,0.00008335799,0.00003856618,0.0002568145,0.00531508,0.0005116902,0.003177765,0.0005541589,0.000001621205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006357159,"about_ca_system_score_gemma":0.0004037125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008557128,"about_ca_topic_score_gemma":0.1699685,"domain_scores_codex":[0.9977977,0.0008716139,0.000496454,0.0002779174,0.0001921589,0.0003641074],"domain_scores_gemma":[0.9985791,0.0007454402,0.0001753949,0.0003102987,0.00006285598,0.0001269085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002738245,0.0004045527,0.8033413,0.0001142798,0.0003691965,0.006772084,0.1396144,0.0000047387,0.001020937,0.0411149,0.003182961,0.003786869],"study_design_scores_gemma":[0.001289161,0.0004439402,0.9322671,0.0003060876,0.00011821,0.0003168491,0.003812126,0.0001764817,0.00002529469,0.03102747,0.03001316,0.0002041743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829183,0.003071467,0.00001851467,0.01265627,0.0004179383,0.000182275,0.0001201303,0.000005343629,0.0006097367],"genre_scores_gemma":[0.9979494,0.0008472783,0.0006196846,0.0001809026,0.00008423275,0.000003431775,0.00001572627,0.000009865083,0.0002894397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1691127,"threshold_uncertainty_score":0.9973919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09890852250313513,"score_gpt":0.3614685232701055,"score_spread":0.2625600007669703,"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."}}