{"id":"W7135059730","doi":"10.5281/zenodo.18982749","title":"Hymenia perspectalis","year":2023,"lang":"","type":"article","venue":"Open MIND","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amaranthaceae; Liliaceae; Asteraceae; Taxonomy (biology); Taxon","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":[0.00005678166,0.0006557422,0.00024134,0.0007915719,0.0009236143,0.0004146899,0.0003276271,0.000308618,0.01421189],"category_scores_gemma":[0.0002046325,0.0001887604,0.0001592054,0.0003875303,0.0003811607,0.000942312,0.0009021904,0.0004685623,0.00565711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003963577,"about_ca_system_score_gemma":0.0001727899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003908265,"about_ca_topic_score_gemma":0.004542578,"domain_scores_codex":[0.9999081,0.000009144776,0.00000878742,0.00003812581,0.00002196192,0.0000138556],"domain_scores_gemma":[0.9999477,0.000006727214,0.00002029197,0.000007865809,0.0000103961,0.000007134824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007085487,0.0002684553,0.02854561,0.001485072,0.00008455889,0.002710368,0.00214085,0.0008830852,0.1247868,0.01005306,0.03093413,0.7973995],"study_design_scores_gemma":[0.0001090694,0.0005641369,0.2087012,0.0005356033,0.0001078677,0.005865665,0.001552945,0.0007701881,0.01315822,0.001738121,0.7668591,0.00003794728],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3376112,0.02130101,0.00707839,0.0009305607,0.001042158,0.0007243676,0.009573628,0.001571978,0.6201665],"genre_scores_gemma":[0.9270973,0.005359648,0.002631514,0.0008266026,0.0002455627,0.0001426196,0.003123629,0.00005376378,0.0605193],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01421189,"threshold_uncertainty_score":0.04754353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1152620260474462,"score_gpt":0.3225117892254625,"score_spread":0.2072497631780163,"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."}}