{"id":"W3006490843","doi":"10.1080/00218839.2020.1720950","title":"Authentication of the botanical and geographic origin of Egyptian honey using pollen analysis methods","year":2020,"lang":"en","type":"article","venue":"Journal of Apicultural Research","topic":"Bee Products Chemical Analysis","field":"Agricultural and Biological Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Pollen; Biology; Apiary; Nectar; Beekeeping; Botany; Honey bee; Honeydew; Sunflower; Honey Bees; Horticulture","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003726446,0.0002849491,0.0001909761,0.001751685,0.0004253573,0.000553882,0.0001858781,0.0002921773,0.0008247906],"category_scores_gemma":[0.0004209617,0.00009575408,0.0002212908,0.001095672,0.0002473718,0.000297723,0.0002931016,0.0002419069,0.0004142296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001936431,"about_ca_system_score_gemma":0.0001972414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00258893,"about_ca_topic_score_gemma":0.007165957,"domain_scores_codex":[0.9997365,0.00004012103,0.00003280766,0.00006873623,0.00009171865,0.00003014691],"domain_scores_gemma":[0.9997427,0.00003606663,0.0000978336,0.0000290173,0.0000823433,0.00001207931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003829598,0.0000715963,0.4554212,0.000417512,0.0001057039,0.001313698,0.002778372,0.0002669106,0.3898171,0.0004543663,0.0006522136,0.1483183],"study_design_scores_gemma":[0.000007034311,0.00013508,0.9462529,0.00007460496,0.00005804586,0.001169799,0.001901529,0.000715845,0.03790395,0.0001505351,0.01160693,0.00002367927],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915197,0.001545405,0.003047202,0.00006719169,0.00002097955,0.00004805112,0.0007813847,0.00002232357,0.002947713],"genre_scores_gemma":[0.9775345,0.001437248,0.01645433,0.00009048003,0.00001770654,0.00004859828,0.001406585,0.00001598997,0.00299455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00258893,"threshold_uncertainty_score":0.005147696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2162729216252223,"score_gpt":0.4249005356882867,"score_spread":0.2086276140630643,"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."}}