{"id":"W6950465688","doi":"10.5281/zenodo.6003267","title":"Anthidium (Anthidium) manicatum subsp. manicatum manicatum (Linnaeus 1758","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Period (music); Natural (archaeology); Identification (biology)","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":[0.0001440115,0.0003421271,0.0001310163,0.001000733,0.001169836,0.0001857211,0.0003753495,0.0001353591,0.01105019],"category_scores_gemma":[0.0001531922,0.0001058054,0.00009809351,0.0004694584,0.000187093,0.0003878605,0.0004965731,0.0002357185,0.002454118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003951802,"about_ca_system_score_gemma":0.0002217724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008965037,"about_ca_topic_score_gemma":0.05390657,"domain_scores_codex":[0.9999175,0.00001626279,0.000006501447,0.0000272391,0.00002019643,0.00001225149],"domain_scores_gemma":[0.9998857,0.00001598528,0.00005161194,0.000008638754,0.00002416605,0.00001386628],"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":[0.0004179292,0.0001092038,0.102208,0.0007740936,0.00009373167,0.001223626,0.002300359,0.000528432,0.04833907,0.00490058,0.02724912,0.8118559],"study_design_scores_gemma":[0.00003895012,0.0002878392,0.4318071,0.0001975451,0.00009445651,0.001785852,0.001500326,0.0003108333,0.005253052,0.001001891,0.5576939,0.00002822201],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6183941,0.0130257,0.006499771,0.0006745582,0.0005458781,0.0004161146,0.006075846,0.0009287394,0.3534393],"genre_scores_gemma":[0.909285,0.003482617,0.008134086,0.0003145434,0.0001616036,0.0001142812,0.002208394,0.00004388439,0.07625549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01105019,"threshold_uncertainty_score":0.03696656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04440584873935813,"score_gpt":0.2457655947937099,"score_spread":0.2013597460543517,"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."}}