{"id":"W6967466236","doi":"10.5281/zenodo.11030391","title":"Microporella setiformis O'Donoghue & O'Donoghue 1923","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Linguistic, Cultural, and Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrology (agriculture); Limiting; Ditch; Table (database)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008809859,0.0001554652,0.0001508046,0.0001308395,0.006231313,0.002512989,0.0007653509,0.00008055222,0.02025392],"category_scores_gemma":[0.0008306258,0.0001437914,0.00008991687,0.0006924386,0.0005231434,0.0003095802,0.0005350113,0.0002683221,0.02007771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001949508,"about_ca_system_score_gemma":0.00001466298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003061376,"about_ca_topic_score_gemma":0.000009553542,"domain_scores_codex":[0.9981017,0.0003148372,0.0002475156,0.000433933,0.0004111406,0.0004908592],"domain_scores_gemma":[0.998966,0.00005385149,0.00004872556,0.0002505811,0.0004741629,0.0002067112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002714548,0.00007365433,0.00001486688,0.0001308128,0.0001111177,0.00007405985,0.06421875,0.000007212364,0.0005480355,0.1006985,0.7478057,0.08629024],"study_design_scores_gemma":[0.0001204729,0.00006621736,0.0001077918,0.0000573091,0.00001846722,0.00002266758,0.003283693,0.00007603978,0.00007207109,0.0008229931,0.9951606,0.0001916231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01872618,0.001339235,0.000307189,0.003459524,0.0009933693,0.000515566,0.0003128111,0.002222073,0.972124],"genre_scores_gemma":[0.9595903,0.001450335,0.0005215123,0.0004590793,0.001998325,1.186108e-7,0.001117295,0.001219717,0.03364336],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9408641,"threshold_uncertainty_score":0.9985225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04034030814009198,"score_gpt":0.2928326130486775,"score_spread":0.2524923049085855,"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."}}