{"id":"W6950002118","doi":"10.5281/zenodo.3789526","title":"Atomaria nigrirostris Stephens 1830","year":2010,"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; Nova Scotia Hospital","funders":"","keywords":"Sinkhole; Subarctic climate; Taiga; Front (military); Spring (device)","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":[0.00008176153,0.0003449387,0.0001796838,0.000691133,0.000994126,0.0002252161,0.0002626424,0.0002222103,0.01366211],"category_scores_gemma":[0.0001551003,0.00009642977,0.00008793546,0.0002947724,0.0002795983,0.0003769238,0.000356422,0.0003318954,0.005146045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000640202,"about_ca_system_score_gemma":0.000243094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02296187,"about_ca_topic_score_gemma":0.09822125,"domain_scores_codex":[0.9999207,0.000006247751,0.00000489096,0.00002645985,0.00002865252,0.00001312411],"domain_scores_gemma":[0.9999008,0.00001123071,0.00003380622,0.000007154726,0.00003184119,0.00001510907],"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":[0.0004536211,0.0002117348,0.09182856,0.0006477528,0.0000638902,0.003047453,0.002675161,0.0006729753,0.04339826,0.01019363,0.2080103,0.6387967],"study_design_scores_gemma":[0.00004784994,0.0002411678,0.2246411,0.000188813,0.00005711447,0.003756172,0.001052151,0.0004180779,0.002518436,0.001286558,0.7657689,0.00002355853],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2831549,0.006874952,0.002295299,0.0008341146,0.0006656547,0.0002159264,0.004833354,0.0008155593,0.7003102],"genre_scores_gemma":[0.9114437,0.002708009,0.003394141,0.0008072451,0.000181552,0.00006604821,0.003722599,0.00004839671,0.07762838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02296187,"threshold_uncertainty_score":0.04570431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125879298729032,"score_gpt":0.2085056976118959,"score_spread":0.1959177677389927,"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."}}