{"id":"W6931133375","doi":"10.5281/zenodo.3510453","title":"Limnodrilus profundicola Verrill 1871","year":2016,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tubifex tubifex; Tubifex; Shrew; Oligochaeta (plant)","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":[0.0001509364,0.0005522033,0.00022973,0.000913421,0.001023554,0.0005537054,0.0004858254,0.0003948132,0.01422944],"category_scores_gemma":[0.0003811985,0.0001930811,0.0001084896,0.0006306803,0.0008701999,0.0009371199,0.001128054,0.0005425182,0.004989594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005218618,"about_ca_system_score_gemma":0.0002039247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005014396,"about_ca_topic_score_gemma":0.008652399,"domain_scores_codex":[0.9998109,0.00002905555,0.00001241683,0.00006742507,0.00005338495,0.00002684008],"domain_scores_gemma":[0.9998997,0.00001223596,0.00004938517,0.00000816304,0.00002224269,0.000008184883],"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":[0.000182769,0.00005512878,0.03919651,0.000586503,0.00003707941,0.001793227,0.002347029,0.0006606401,0.008119118,0.006989172,0.05625479,0.883778],"study_design_scores_gemma":[0.00003222436,0.0001389264,0.2351994,0.0005101675,0.00003386605,0.004789147,0.0009985719,0.0005048677,0.001880079,0.001549202,0.7543409,0.00002260499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.242816,0.02681468,0.006487394,0.001340521,0.001077727,0.000269253,0.002270956,0.0008383786,0.7180851],"genre_scores_gemma":[0.9140345,0.008233597,0.003070399,0.0006450091,0.0005788345,0.0001330464,0.002302032,0.00008793805,0.07091471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01422944,"threshold_uncertainty_score":0.04760224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03926770801248549,"score_gpt":0.2053068776911922,"score_spread":0.1660391696787067,"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."}}