{"id":"W6949820536","doi":"10.5281/zenodo.3790699","title":"Gyrinus fraternus Couper 1865","year":2009,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fish Ecology and Management Studies","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; Lake ecosystem; Fluvial; River ecosystem; Term (time)","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":[0.0001472297,0.0005676965,0.0002753628,0.001640546,0.001334306,0.0003407432,0.000453973,0.0004024002,0.0105168],"category_scores_gemma":[0.000297358,0.0001648292,0.0001147246,0.0007327351,0.0006434955,0.0006056057,0.0005161006,0.0003769533,0.004731799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267649,"about_ca_system_score_gemma":0.0003681359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07318231,"about_ca_topic_score_gemma":0.171259,"domain_scores_codex":[0.9998224,0.00001464185,0.00001440262,0.00005558447,0.00005882116,0.00003408238],"domain_scores_gemma":[0.9998171,0.00001597397,0.00009147568,0.00001497057,0.00004093297,0.00001975523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005976947,0.0001125718,0.2004351,0.0008189448,0.00007782071,0.003453504,0.004841981,0.000688147,0.02591829,0.005512929,0.07237438,0.6851686],"study_design_scores_gemma":[0.00001742204,0.0001459918,0.5115499,0.0004729376,0.00003957481,0.006326088,0.001440186,0.0001375189,0.002723,0.0004704968,0.4766425,0.00003428597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.588222,0.0583517,0.002872057,0.001702519,0.001692154,0.0003443119,0.007696677,0.0007407492,0.3383779],"genre_scores_gemma":[0.9309012,0.009053387,0.003990441,0.0005829812,0.0002477946,0.00005533282,0.00303335,0.00003551491,0.05209996],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07318231,"threshold_uncertainty_score":0.1455127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01731671262916789,"score_gpt":0.2151839070597536,"score_spread":0.1978671944305857,"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."}}