{"id":"W2912862121","doi":"10.3897/zookeys.819.26411","title":"Ephemeroptera of Canada","year":2019,"lang":"en","type":"review","venue":"ZooKeys","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Baetidae; Species richness; Mayfly; Ecology; Geography; Habitat; Biodiversity; Biology; Invertebrate; Nymph","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000598513,0.0001576175,0.0006541266,0.0000190695,0.00003773499,0.000004435854,0.0003739253,0.000115853,0.03293673],"category_scores_gemma":[0.00000655911,0.00013242,0.0001274272,0.00009102491,0.00007900652,0.00004373056,0.000297228,0.0001238286,0.00511866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000261212,"about_ca_system_score_gemma":0.0001537782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4745179,"about_ca_topic_score_gemma":0.6244884,"domain_scores_codex":[0.9991363,0.00004608224,0.0002103808,0.0002223568,0.00015647,0.0002283903],"domain_scores_gemma":[0.9995136,0.00003266877,0.0001393597,0.0002542206,0.000002671855,0.00005752916],"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":[0.000003867026,0.00005368477,0.002046748,0.009920525,0.0001531441,0.00007790481,0.00007726606,0.0000539149,5.769e-7,0.0001242339,0.4811819,0.5063062],"study_design_scores_gemma":[0.00004051625,0.00001927073,0.00002985858,0.0002320412,0.00009380266,0.000002426031,0.00000393404,0.00001019914,0.000003263153,0.00001132643,0.999417,0.0001363674],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005190231,0.9003515,0.00000273259,0.00001618983,0.0005188015,0.0002348554,0.00003621098,0.000007814321,0.09878001],"genre_scores_gemma":[0.00002655443,0.9803962,0.00005253891,0.0001386531,0.00001594038,0.00000367901,0.00003602468,0.00001161466,0.0193188],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5182351,"threshold_uncertainty_score":0.995656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02865435162344952,"score_gpt":0.2257588417538761,"score_spread":0.1971044901304266,"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."}}