{"id":"W6911347851","doi":"10.5281/zenodo.10167320","title":"Myrmobiota crinitula Casey","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Agriculture and Agri-Food Canada; Canadian Forest Service","funders":"","keywords":"Table (database); Habitat; Spermatheca; Population; Natural (archaeology); Scale (ratio)","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":[0.0001039526,0.0009037033,0.0004251866,0.001403206,0.001668116,0.0004583579,0.000574944,0.0005439838,0.04365615],"category_scores_gemma":[0.0004586072,0.0003020689,0.0001678519,0.0009516979,0.0003497316,0.00124425,0.0009561385,0.0006619176,0.01619002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009313235,"about_ca_system_score_gemma":0.0003162008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01826524,"about_ca_topic_score_gemma":0.04913262,"domain_scores_codex":[0.9998516,0.0000119958,0.0000105216,0.00006059619,0.00004686852,0.00001845543],"domain_scores_gemma":[0.9998732,0.00001218705,0.00004856975,0.00001033493,0.00003327741,0.00002248894],"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":[0.0004619787,0.0001819044,0.02117285,0.0009472957,0.00003246642,0.005462734,0.001513649,0.0004430348,0.03547356,0.00597076,0.08926547,0.8390744],"study_design_scores_gemma":[0.00006090933,0.0002236949,0.1121971,0.0004298626,0.00003782101,0.004507279,0.0006054252,0.0002976508,0.00213417,0.0009344148,0.8785537,0.00001784044],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.141225,0.04131926,0.003458552,0.001847965,0.00145489,0.0009753205,0.007024425,0.0008151355,0.8018796],"genre_scores_gemma":[0.7632039,0.01743951,0.008656466,0.001989558,0.0008167185,0.0004344498,0.00448283,0.0001378879,0.2028386],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04365615,"threshold_uncertainty_score":0.1460443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05535273637730341,"score_gpt":0.2332274975329709,"score_spread":0.1778747611556675,"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."}}