{"id":"W4386548680","doi":"10.1051/bioconf/20236600001","title":"Preface","year":2023,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Agricultural Development and Policies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Genetics; Universidad Nacional Agraria La Molina; National Academy of Sciences of Belarus","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00149928,0.0009468105,0.0006800538,0.002470093,0.002421348,0.003849158,0.001211677,0.001358731,0.4474671],"category_scores_gemma":[0.008049474,0.0002569974,0.0004979629,0.001906728,0.0006804026,0.00299938,0.002221094,0.003123389,0.2707798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001765385,"about_ca_system_score_gemma":0.002338263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003429317,"about_ca_topic_score_gemma":0.003753122,"domain_scores_codex":[0.9991243,0.0001358866,0.00007190905,0.0001508283,0.0004324974,0.00008454215],"domain_scores_gemma":[0.995544,0.000626952,0.0001650516,0.0003702218,0.002455424,0.0008383136],"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":[0.00002174619,0.0000187673,0.0001093069,0.0000882095,0.00000148663,0.00004352734,0.00009578093,0.0000446563,0.0001322644,0.003948267,0.9639951,0.03150095],"study_design_scores_gemma":[0.000002115228,0.000009916424,0.000246652,0.00007662982,7.699977e-7,0.00004692094,0.00008154403,0.00001727297,0.00004309515,0.001087682,0.9983851,0.000002504399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001575677,0.009757412,0.004890499,0.03319967,0.2244892,0.0006786978,0.009561677,0.001070128,0.7147771],"genre_scores_gemma":[0.006744656,0.006115709,0.002014557,0.006056562,0.03261217,0.0003006533,0.007055476,0.0006204687,0.9384798],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4474671,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04249335593432266,"score_gpt":0.2326443824839994,"score_spread":0.1901510265496767,"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."}}