{"id":"W6893749718","doi":"10.5281/zenodo.3790709","title":"Gyrinus pugionis Fall 1922","year":2009,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Nova Scotia Hospital","funders":"","keywords":"Nova scotia; Outflow; Government (linguistics); Period (music); STREAMS","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":[0.00009052928,0.0005840181,0.000194121,0.001151736,0.001342251,0.0003327565,0.0002225468,0.0002521108,0.004878259],"category_scores_gemma":[0.0002224181,0.0001141227,0.0001142988,0.0006597409,0.0004828302,0.0003800262,0.0005361455,0.0003077266,0.002136263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006066372,"about_ca_system_score_gemma":0.0002731648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02738642,"about_ca_topic_score_gemma":0.04308305,"domain_scores_codex":[0.999898,0.000006283664,0.000006496349,0.00003221582,0.00002369712,0.00003330922],"domain_scores_gemma":[0.9999087,0.000007986388,0.00003659472,0.000006488097,0.00001654233,0.00002361089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001451149,0.0002336002,0.4855819,0.0003978204,0.00004747157,0.007655797,0.005308769,0.0005399929,0.04669419,0.00238877,0.02262522,0.4270753],"study_design_scores_gemma":[0.00003174743,0.0003752597,0.8473777,0.0001386876,0.0000218003,0.008769141,0.001732401,0.0001863268,0.00324933,0.0004888782,0.1376023,0.00002649048],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9080215,0.00407064,0.001376966,0.0003019781,0.0003284659,0.0001439983,0.002753285,0.00028608,0.0827171],"genre_scores_gemma":[0.9883189,0.0006577644,0.001003307,0.0001443381,0.00004293026,0.00003225186,0.001508547,0.000009707564,0.008282288],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02738642,"threshold_uncertainty_score":0.05445403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970673448424561,"score_gpt":0.1978763724096589,"score_spread":0.1781696379254133,"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."}}