{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008727962,0.00004414997,0.00005022699,0.000003937022,0.0001069578,0.00004432212,0.0001134503,0.00002550382,0.01330098],"category_scores_gemma":[0.0000830865,0.00001440857,0.000029216,0.0002793062,0.00002037531,0.00009491773,0.00009943982,0.00007375216,0.000413226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006082728,"about_ca_system_score_gemma":0.000007168284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001097011,"about_ca_topic_score_gemma":0.0003078686,"domain_scores_codex":[0.9994431,0.00004524049,0.00006860676,0.000158501,0.0001426614,0.0001418837],"domain_scores_gemma":[0.9997491,0.00003973971,0.00001250512,0.00005737251,0.00006541247,0.00007587131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005046913,0.0000707474,0.001301486,0.000003188969,0.000004576753,0.00004897035,0.000009535955,1.158314e-7,0.792047,0.0006013293,0.06416957,0.1417384],"study_design_scores_gemma":[0.0001117212,0.00001628274,0.1294802,0.000008645872,0.000002465618,0.000007901754,0.0002552436,0.00004181776,0.05753498,0.00002868895,0.8124153,0.0000967549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797245,0.000195455,0.00001334396,0.007091308,0.0001432651,0.00007498359,0.0004953086,0.00006635972,0.01219554],"genre_scores_gemma":[0.979867,0.0001242802,0.0004334484,0.001717179,0.0003077441,0.0000112696,0.005240462,6.741888e-7,0.0122979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7482457,"threshold_uncertainty_score":0.987601,"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."}}