{"id":"W6942144189","doi":"10.1371/journal.pone.0288953.s003","title":"Pollen 2015 dataset.","year":2024,"lang":"en","type":"dataset","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fumagillin; Beekeeping; Brood; Forage; Apiary; Productivity; Pollen","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008678347,0.001657137,0.00214764,0.002892161,0.001292971,0.003062973,0.003549585,0.002217854,0.1681551],"category_scores_gemma":[0.004186229,0.000777046,0.00105355,0.003968598,0.0003640319,0.00166317,0.002558874,0.001677664,0.2155064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001485712,"about_ca_system_score_gemma":0.003225032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05420908,"about_ca_topic_score_gemma":0.1062557,"domain_scores_codex":[0.9992705,0.00008550962,0.00005410199,0.0002120325,0.0002247514,0.0001531166],"domain_scores_gemma":[0.9988083,0.0002844683,0.00009448925,0.0002415197,0.0003979208,0.0001733016],"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":[0.0001050783,0.00002169449,0.001320033,0.0009459929,0.00004441234,0.0000535918,0.0000722184,0.0004199821,0.0002827025,0.001090462,0.989248,0.006395847],"study_design_scores_gemma":[0.0001388845,0.00001229307,0.00245826,0.0001170251,0.00002254801,0.00004353336,0.00005069907,0.0007144532,0.0002813993,0.00177549,0.9943586,0.00002684915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002485634,0.0001701677,0.0003263907,0.0001142864,0.00004662328,0.0000243346,0.9919814,0.003304046,0.003784112],"genre_scores_gemma":[0.001231696,0.0001261845,0.001300706,0.0001318729,0.00001727109,0.0000839467,0.9933427,0.0008942624,0.002871466],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1681551,"threshold_uncertainty_score":0.5625349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03225282829701367,"score_gpt":0.264466747288631,"score_spread":0.2322139189916173,"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."}}