{"id":"W6912223257","doi":"10.5281/zenodo.4389688","title":"Thuricola valvata","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Myxozoan Parasites in Aquatic Species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epibiont; Bryozoa; Margin (machine learning); Overprinting; Pacific ocean","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":[0.0001087929,0.0005269701,0.0001744824,0.001637285,0.000820525,0.0005641929,0.0004157281,0.000396492,0.005199379],"category_scores_gemma":[0.0003169269,0.0001589853,0.0001912376,0.0005923553,0.00023049,0.0006183214,0.0007884544,0.0003284061,0.001797433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003359825,"about_ca_system_score_gemma":0.000203852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002454985,"about_ca_topic_score_gemma":0.004467436,"domain_scores_codex":[0.9999036,0.00001107406,0.00000871326,0.00003064103,0.00002636293,0.0000196516],"domain_scores_gemma":[0.9998361,0.00002063648,0.00004849423,0.00001588851,0.00004596278,0.00003287438],"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":[0.0005085098,0.0002009218,0.0568404,0.000978961,0.00008518816,0.004701528,0.001934945,0.0008118527,0.6720372,0.003681708,0.006251295,0.2519675],"study_design_scores_gemma":[0.00007500577,0.001580251,0.3132059,0.000644022,0.0002591017,0.02121713,0.002403019,0.0012962,0.1573815,0.002983205,0.4988511,0.0001035923],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8949316,0.01275526,0.003339489,0.0004312613,0.0002986728,0.00009614938,0.003023421,0.0006350854,0.08448894],"genre_scores_gemma":[0.9563545,0.003262224,0.002264568,0.000240223,0.00006019836,0.00003762687,0.002226413,0.00002996198,0.03552437],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005199379,"threshold_uncertainty_score":0.01739365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03980191175678385,"score_gpt":0.2567439850742361,"score_spread":0.2169420733174522,"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."}}