{"id":"W4393139449","doi":"10.1186/s13002-024-00681-0","title":"A review of the melliferous flora of Yucatan peninsula, Mexico, on the basis for the honey production cycle","year":2024,"lang":"en","type":"review","venue":"Journal of Ethnobiology and Ethnomedicine","topic":"Scarabaeidae Beetle Taxonomy and Biogeography","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Beekeeping; Herbarium; Geography; Peninsula; Flora (microbiology); Ecology; Taxon; Biodiversity; Yucatan peninsula; Biology; Agroforestry","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":[],"consensus_categories":[],"category_scores_codex":[0.00394021,0.0002677622,0.001299986,0.000178955,0.0001688242,0.000007350464,0.0006410273,0.0002333192,0.0001493909],"category_scores_gemma":[0.0009922326,0.00008545521,0.0007150683,0.0006794937,0.0008913002,0.00004140536,0.00003010039,0.0008689044,0.000004844699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005447129,"about_ca_system_score_gemma":0.0002031231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009500183,"about_ca_topic_score_gemma":0.0000705398,"domain_scores_codex":[0.9978872,0.0004467314,0.001039082,0.0002226073,0.0002100038,0.0001943923],"domain_scores_gemma":[0.9958519,0.002248426,0.001277047,0.0003953486,0.0001703833,0.00005694629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001361505,0.00004476463,0.0007603886,0.03408451,0.00123565,0.000004219341,0.0002920515,0.000006712345,0.000005734841,0.0000781622,0.02342851,0.9399232],"study_design_scores_gemma":[0.000144904,0.0009020414,0.0006745678,0.07147191,0.003808857,0.0003190891,0.0003085868,0.000008061243,0.00002475012,0.0002853776,0.9219106,0.0001412799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004850585,0.9864972,0.000004866175,0.009742182,0.002093813,0.000878679,0.0001775554,0.000003513213,0.0001170995],"genre_scores_gemma":[0.002923216,0.9953301,0.0000309003,0.0008878442,0.0007494304,0.000009106213,0.00002215681,0.000005846552,0.00004137942],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9397818,"threshold_uncertainty_score":0.3775005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0632007745612804,"score_gpt":0.3099202435128653,"score_spread":0.2467194689515849,"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."}}