{"id":"W4391239371","doi":"10.1142/13767","title":"Behind the Banyan","year":2024,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nutrasource","funders":"","keywords":"Banyan; Computer science; Computer network","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","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001948439,0.0003129325,0.0003031686,0.0003482476,0.002877293,0.00148598,0.001122366,0.0002730854,0.001132798],"category_scores_gemma":[0.00003789267,0.0002343454,0.0004185667,0.0001448292,0.0037198,0.00004998956,0.0001444987,0.0009517966,0.002620147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008670497,"about_ca_system_score_gemma":0.002695198,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000215657,"about_ca_topic_score_gemma":0.1592402,"domain_scores_codex":[0.9968111,0.0001761434,0.0003478889,0.000709881,0.001271157,0.0006838085],"domain_scores_gemma":[0.9983422,0.0001968234,0.0001510417,0.0008487899,0.0001834332,0.0002776996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[8.239386e-7,0.000003163975,5.645751e-7,0.00002019863,0.00001910303,0.00001216605,0.02263953,1.210054e-7,0.000003110533,0.3567472,0.6199783,0.000575778],"study_design_scores_gemma":[0.00003948876,0.000004801678,0.000001118832,0.000132991,0.0001328527,0.00000153535,0.000671618,0.000001209952,0.000008945432,0.0423416,0.9563686,0.0002952464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000153918,0.002059707,0.000001539483,0.0007214983,0.01819707,0.0004836674,0.0001941605,0.0002166712,0.9781103],"genre_scores_gemma":[0.0007693218,0.000002738771,0.00001655731,0.0005295145,0.003672052,0.00002401329,0.00006803836,0.00005501614,0.9948627],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3363903,"threshold_uncertainty_score":0.9997803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0311100427704093,"score_gpt":0.2848980990234866,"score_spread":0.2537880562530773,"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."}}