{"id":"W6911507648","doi":"10.5281/zenodo.12715889","title":"Zoophthorus graculus","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Czech; Distribution (mathematics); Work (physics); Product (mathematics)","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":[0.00006065632,0.0005329773,0.0001167612,0.001283908,0.0006470596,0.0001602651,0.0002153162,0.0003767497,0.01587047],"category_scores_gemma":[0.0002366713,0.0001280977,0.0001153917,0.0005651843,0.0003177068,0.0003978507,0.0004995108,0.0002444455,0.003468719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002242346,"about_ca_system_score_gemma":0.0001548798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003976066,"about_ca_topic_score_gemma":0.007529048,"domain_scores_codex":[0.9999275,0.00001115231,0.000005562204,0.00002063915,0.00002246221,0.00001262691],"domain_scores_gemma":[0.9999129,0.00001661142,0.00003503582,0.000009039969,0.00001114019,0.00001530494],"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":[0.001147374,0.0002169158,0.1838186,0.001702822,0.0001274324,0.00374291,0.001544207,0.001196775,0.1499432,0.003297271,0.03104923,0.6222134],"study_design_scores_gemma":[0.00004385605,0.0004530374,0.877863,0.0002676895,0.00005127292,0.003918282,0.000724288,0.0004612591,0.004108134,0.0005102249,0.1115742,0.00002472732],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8232795,0.006994262,0.001781973,0.0003647263,0.0003303968,0.000261288,0.006621894,0.0006648074,0.1597012],"genre_scores_gemma":[0.9750246,0.001986759,0.003091919,0.0003216052,0.0001375941,0.00009746972,0.002967781,0.00002450584,0.01634769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01587047,"threshold_uncertainty_score":0.05309206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0766067409407094,"score_gpt":0.2367223280007275,"score_spread":0.1601155870600181,"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."}}