{"id":"W6911274071","doi":"10.5281/zenodo.10573355","title":"Tachydromia fuscinervis Holarctic","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Leech; Bay; Mile; Holarctic; Hirudo medicinalis","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":[0.0001307399,0.0004210346,0.0001449858,0.001207084,0.0007858673,0.0002931872,0.0001727049,0.000183645,0.003198106],"category_scores_gemma":[0.0001406741,0.0001062081,0.0001101382,0.0006200076,0.000347602,0.0002640472,0.0003289767,0.0003409274,0.001052148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008812429,"about_ca_system_score_gemma":0.0002189772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0444567,"about_ca_topic_score_gemma":0.08114251,"domain_scores_codex":[0.9999045,0.00001061764,0.000008701942,0.00003064542,0.0000247663,0.00002070006],"domain_scores_gemma":[0.9998775,0.00001116186,0.00005930068,0.000006950505,0.00003298434,0.0000120047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008266135,0.0001876641,0.5551231,0.000723913,0.000125232,0.006998729,0.002606421,0.0009450613,0.08282168,0.001985815,0.02522685,0.322429],"study_design_scores_gemma":[0.00001267238,0.0001096402,0.954466,0.0001628057,0.00005056923,0.00342646,0.0009277253,0.0001866724,0.003764107,0.0002311161,0.03664861,0.00001355539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.807155,0.01659557,0.001802676,0.0005924678,0.000434288,0.00008120406,0.00330198,0.0005140251,0.1695229],"genre_scores_gemma":[0.9862497,0.003550407,0.0008724101,0.0002483506,0.000119255,0.00001853341,0.001307459,0.00001298833,0.007620837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0444567,"threshold_uncertainty_score":0.08839583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02436747150724571,"score_gpt":0.2367803452962426,"score_spread":0.2124128737889969,"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."}}