{"id":"W6931471032","doi":"10.5281/zenodo.8048696","title":"Andrena (Ptilandrena) nigrihirta","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coconut Research and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"POLK; Subgenus; Population; Phoenix","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":[0.0001736971,0.0006133821,0.000339409,0.0008083174,0.001333665,0.0004206161,0.0008276761,0.0005161862,0.007616739],"category_scores_gemma":[0.0003836261,0.0002835339,0.0001877512,0.0005199867,0.0005840831,0.0009788638,0.0009914105,0.0007569729,0.003452337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005614956,"about_ca_system_score_gemma":0.0003638826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01018075,"about_ca_topic_score_gemma":0.04064283,"domain_scores_codex":[0.9997687,0.00002337361,0.00001945402,0.0001114591,0.0000541076,0.00002296395],"domain_scores_gemma":[0.9998173,0.00002333835,0.00008490129,0.00002566024,0.00003507208,0.00001382203],"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":[0.0004429225,0.0002073218,0.1074112,0.001646754,0.0001964863,0.005587575,0.006952828,0.001503412,0.08095917,0.00960304,0.01739326,0.7680961],"study_design_scores_gemma":[0.00007837477,0.0003739151,0.5476976,0.0006200869,0.0003384352,0.02003758,0.003477929,0.001002083,0.007500823,0.002594746,0.4162162,0.00006232144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5792799,0.009844864,0.00914181,0.001022013,0.0004366628,0.0005378351,0.002488288,0.001099881,0.3961487],"genre_scores_gemma":[0.9607788,0.001947167,0.007085402,0.0005002395,0.0001148464,0.0001170254,0.001042792,0.00006590092,0.0283477],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01018075,"threshold_uncertainty_score":0.02548051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03769458925712045,"score_gpt":0.2607935411495324,"score_spread":0.223098951892412,"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."}}