{"id":"W4392149282","doi":"","title":"New development in the archaeobotany of southeast Nigeria","year":2023,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Historical and Architectural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthur B. McDonald-Canadian Astroparticle Physics Research Institute","funders":"","keywords":"Paleoethnobotany; Computer science; Geography; Archaeology; Agriculture","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":[0.0005619317,0.0003011654,0.00025178,0.001697805,0.005967741,0.002315852,0.0002735247,0.0005861743,0.003605077],"category_scores_gemma":[0.0006983954,0.0002839199,0.00008492207,0.002615664,0.00413222,0.001457374,0.002021641,0.0009819841,0.0002372339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002334063,"about_ca_system_score_gemma":0.002394358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01573513,"about_ca_topic_score_gemma":0.1053981,"domain_scores_codex":[0.999783,0.00008149638,0.00001674735,0.00002619346,0.00002197304,0.00007065391],"domain_scores_gemma":[0.9997068,0.0001022647,0.00006608873,0.00002001622,0.00003377701,0.00007107651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004807141,0.00008576609,0.07738249,0.001283193,0.00001560996,0.01894316,0.7206654,0.0002237843,0.007996148,0.07428278,0.002742914,0.09589804],"study_design_scores_gemma":[0.000007397789,0.00008113559,0.1094084,0.001365149,0.00002015234,0.005527086,0.7186996,0.0001516674,0.001127273,0.003380548,0.1602086,0.00002297408],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408804,0.009118807,0.0004776257,0.002373179,0.0001899235,0.00003510043,0.00007051411,0.000006918352,0.04684754],"genre_scores_gemma":[0.9849917,0.004557146,0.0004405174,0.0001125994,0.0000209594,0.00001305275,0.00002347075,0.000005413069,0.009835076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01573513,"threshold_uncertainty_score":0.03128707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02427724144827912,"score_gpt":0.2068046969695828,"score_spread":0.1825274555213037,"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."}}