{"id":"W4405852023","doi":"10.5376/gab.2024.15.0034","title":"Advances in Genomic Research and Genetic Improvement of Cactaceae Plants","year":2024,"lang":"en","type":"article","venue":"Genomics and Applied Biology","topic":"Botanical Research and Applications","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Evolutionary biology; Genomic selection; Biotechnology; Computational biology; Genetics; Genotype; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0006898781,0.0006738089,0.0004749222,0.001505492,0.000495406,0.0008446468,0.000562627,0.0005402541,0.002044319],"category_scores_gemma":[0.0005370787,0.0001812486,0.0004572937,0.001911889,0.0004579816,0.0007044557,0.00048089,0.0008092074,0.0003817347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009465786,"about_ca_system_score_gemma":0.001280843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002763299,"about_ca_topic_score_gemma":0.003553152,"domain_scores_codex":[0.999711,0.00003399756,0.0000217842,0.0001047158,0.00009953186,0.00002896164],"domain_scores_gemma":[0.9997727,0.00005827907,0.000051718,0.00002554264,0.00005944179,0.0000322191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001609826,0.00009410561,0.003194514,0.002275177,0.00007269443,0.0006356726,0.0005376326,0.001704683,0.6850857,0.007826232,0.00149487,0.2969178],"study_design_scores_gemma":[0.0001516565,0.0007004096,0.1620181,0.001187038,0.0008119197,0.003639212,0.001531658,0.008760224,0.2346783,0.01566258,0.5706642,0.0001947368],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6324192,0.1912564,0.1158248,0.007737263,0.001357578,0.0004253314,0.006027235,0.002258276,0.04269394],"genre_scores_gemma":[0.7645953,0.09675188,0.1214898,0.001388537,0.0004300147,0.0001912886,0.006979773,0.0002255665,0.007947863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002763299,"threshold_uncertainty_score":0.006867945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03481954323179681,"score_gpt":0.3111638296711617,"score_spread":0.2763442864393649,"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."}}