{"id":"W6931530731","doi":"10.5281/zenodo.5929717","title":"Melanostoma mellinum","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Period (music); Musca; Ceylon; Table (database)","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":[0.00003816464,0.0003785814,0.00009617245,0.0007805314,0.000557002,0.000200422,0.0001226117,0.0001650379,0.01421554],"category_scores_gemma":[0.00007786739,0.0001021219,0.0001244417,0.0001972381,0.00009994633,0.0003514994,0.0003874621,0.00023079,0.004377132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002934117,"about_ca_system_score_gemma":0.00008587469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003188043,"about_ca_topic_score_gemma":0.009147282,"domain_scores_codex":[0.9999659,0.000003625781,0.000003374466,0.00001149786,0.000007484381,0.000008155727],"domain_scores_gemma":[0.9999627,0.000005408639,0.00001385695,0.000004233338,0.000005057287,0.000008847791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001577948,0.0003834518,0.042152,0.0008633881,0.0000659887,0.003816916,0.0009075763,0.0005528445,0.5804134,0.003833314,0.02181685,0.3436162],"study_design_scores_gemma":[0.00009784123,0.0005681962,0.4970208,0.0002744918,0.00009735907,0.006093781,0.000826783,0.000617234,0.0347512,0.001156741,0.4584576,0.00003795433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6997305,0.006400795,0.002707474,0.0007298203,0.0003499586,0.0004371636,0.008834684,0.0007201533,0.2800894],"genre_scores_gemma":[0.9213679,0.001665491,0.003160808,0.0007089989,0.00005684118,0.0001560116,0.002789092,0.00004296141,0.07005186],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01421554,"threshold_uncertainty_score":0.04755569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02991715256145692,"score_gpt":0.204130342545931,"score_spread":0.1742131899844741,"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."}}