{"id":"W3190629400","doi":"10.1093/database/baab051","title":"OUP accepted manuscript","year":2021,"lang":"en","type":"article","venue":"Database","topic":"Banana Cultivation and Research","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Interoperability; Metadata; Schema (genetic algorithms); World Wide Web; Open source; Database; Software; Information retrieval","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002635064,0.001264492,0.001432461,0.002689398,0.002451521,0.01019508,0.002910927,0.00420787,0.7830464],"category_scores_gemma":[0.007591971,0.0007824051,0.001175786,0.002263753,0.001402049,0.003113621,0.00633328,0.003008125,0.7153288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001776672,"about_ca_system_score_gemma":0.003386314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002684401,"about_ca_topic_score_gemma":0.00354528,"domain_scores_codex":[0.9973503,0.0004081306,0.0001906831,0.00074082,0.0009387497,0.0003711922],"domain_scores_gemma":[0.9959881,0.0004289467,0.0001841496,0.0009345886,0.001584545,0.0008797026],"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":[0.0004660987,0.0002204956,0.001379829,0.001084548,0.000064771,0.0009057093,0.000329279,0.0002673904,0.004987329,0.01747668,0.7114736,0.2613442],"study_design_scores_gemma":[0.00001761652,0.00002618628,0.0004268759,0.0000894504,0.000005305432,0.0001472149,0.00006649158,0.00006399515,0.0005023173,0.0009373834,0.9977107,0.000006540909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003065669,0.005523904,0.006343133,0.009740767,0.02254805,0.0004732731,0.01344764,0.004233297,0.9346243],"genre_scores_gemma":[0.008691816,0.002563252,0.00269816,0.001739264,0.001642173,0.0001430409,0.009085169,0.001249856,0.9721872],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2169536,"threshold_uncertainty_score":0.309458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06820757546597621,"score_gpt":0.2749301815712585,"score_spread":0.2067226061052823,"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."}}