{"id":"W6911170310","doi":"10.5281/zenodo.10166907","title":"Aleochara (Xenochara) fumata Gravenhorst 1802","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Agriculture and Agri-Food Canada; Canadian Forest Service","funders":"","keywords":"Spring (device); Litter; Table (database); Habitat; Peck (Imperial)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009059042,0.001141205,0.0004411917,0.001411247,0.00114917,0.0004050759,0.0006549406,0.0007594003,0.0289941],"category_scores_gemma":[0.000273276,0.0002375591,0.0001836152,0.0008293023,0.000390607,0.001188583,0.0007258962,0.0005688786,0.01651496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006119652,"about_ca_system_score_gemma":0.0002774709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01170149,"about_ca_topic_score_gemma":0.02237051,"domain_scores_codex":[0.9998491,0.00001408672,0.00001536064,0.00005726895,0.00003977359,0.00002434018],"domain_scores_gemma":[0.999871,0.00001585817,0.00005323731,0.000009310461,0.00003332573,0.00001713492],"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":[0.00110029,0.0002278021,0.02595013,0.001358356,0.00006771328,0.007945824,0.001323754,0.001264804,0.05547648,0.005115287,0.06210205,0.8380676],"study_design_scores_gemma":[0.0001262616,0.0005838895,0.1575288,0.0009201971,0.0001347027,0.008293965,0.001936963,0.0005325905,0.009902008,0.001905929,0.8180864,0.00004817865],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.172159,0.02011914,0.005858897,0.001096754,0.001926319,0.0009835644,0.0153401,0.000844352,0.7816719],"genre_scores_gemma":[0.8690135,0.006543154,0.005644522,0.0006207719,0.0004769957,0.0002336172,0.006809645,0.00009024683,0.1105676],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0289941,"threshold_uncertainty_score":0.09699488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02853590046264886,"score_gpt":0.2285661417263451,"score_spread":0.2000302412636963,"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."}}