{"id":"W3200367145","doi":"10.22319/rmcp.v12i2.4398","title":"Espectro de polen corbicular de Apis mellifera en muestras de Huejotitán, Jalisco, México","year":2021,"lang":"en","type":"article","venue":"Revista Mexicana de Ciencias Pecuarias","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad Autónoma Agraria Antonio Narro; Consejo Nacional de Ciencia y Tecnología; Universidad de Guadalajara","keywords":"Pollen; Herbarium; Apiary; Biology; Botany; Asteraceae; Horticulture; Honey Bees","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001893879,0.0002975377,0.0004148994,0.00004317418,0.0004510526,0.0004258451,0.0007492949,0.0002707399,0.002545126],"category_scores_gemma":[0.00114428,0.0001593516,0.000282828,0.0009538131,0.0001619721,0.0001377157,0.0001671814,0.0005446827,0.00007508844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006684031,"about_ca_system_score_gemma":0.0008085529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004714156,"about_ca_topic_score_gemma":0.001928669,"domain_scores_codex":[0.9961983,0.0007787358,0.0003833694,0.0005915415,0.0005824187,0.001465651],"domain_scores_gemma":[0.9981772,0.0005942999,0.0001102149,0.0002335241,0.0002069497,0.000677842],"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":[0.00007090909,0.0002843134,0.06599481,0.00008441083,0.00008078608,0.001567956,0.001036649,0.00004940763,0.884324,0.0315052,0.004806044,0.01019558],"study_design_scores_gemma":[0.0006566837,0.000989678,0.6672531,0.0003131135,0.0002516909,0.001792544,0.002892279,0.002066892,0.2441594,0.01215988,0.06591643,0.001548227],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888421,0.002164144,0.0003592506,0.002430721,0.00005756591,0.0002337796,0.00005848717,0.0001087608,0.005745149],"genre_scores_gemma":[0.9942629,0.0008568486,0.001063162,0.001480695,0.0009041166,0.00002984033,0.00006950254,0.000006367935,0.001326536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6401645,"threshold_uncertainty_score":0.9983667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194631224148805,"score_gpt":0.2674692961786802,"score_spread":0.2480061737637997,"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."}}