{"id":"W6893832148","doi":"10.5281/zenodo.5310231","title":"Haematoloechus variegatus","year":2010,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Genus; Species identification; Taxonomy (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":[0.00005677982,0.0003088806,0.0001140539,0.0007062356,0.0004487404,0.0001486219,0.0001967641,0.000225754,0.007797171],"category_scores_gemma":[0.0002099305,0.0001363024,0.00006856304,0.000261895,0.0003756156,0.0003056903,0.0005279067,0.000174433,0.001612269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002139439,"about_ca_system_score_gemma":0.0001093227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003649924,"about_ca_topic_score_gemma":0.007344849,"domain_scores_codex":[0.9999559,0.00000700112,0.000002865906,0.00001489564,0.000009424937,0.000009876176],"domain_scores_gemma":[0.9999443,0.00001255783,0.00001991426,0.000006229229,0.00000573945,0.00001119557],"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":[0.001788602,0.0002285252,0.3957989,0.001031964,0.0001669258,0.004147146,0.002578,0.00112323,0.1544554,0.003842531,0.01764587,0.4171928],"study_design_scores_gemma":[0.00003611537,0.0002332469,0.945114,0.0001148605,0.00006525096,0.004637151,0.0007935177,0.0003465787,0.007725692,0.0005150744,0.04039661,0.00002183683],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9348552,0.001471313,0.001003948,0.0001289749,0.00007139456,0.00007087593,0.001458561,0.0001459891,0.06079367],"genre_scores_gemma":[0.9896919,0.0005031071,0.0005836908,0.00008540288,0.00002272042,0.00002387169,0.0007077876,0.000009311183,0.008372175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007797171,"threshold_uncertainty_score":0.02608418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989971373063651,"score_gpt":0.282158083654161,"score_spread":0.2622583699235245,"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."}}