{"id":"W4300147869","doi":"10.5281/zenodo.156164","title":"A new brachypterous species of Elachiptera Becker (Diptera: Chloropidae) from freshwater wetlands in eastern Canada","year":2003,"lang":"en","type":"article","venue":"INFM-OAR (INFN Catania)","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wetland; Ecology; Biology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001584379,0.0003865724,0.0003158218,0.001802081,0.003427514,0.0007170615,0.0005903508,0.0003080763,0.0020772],"category_scores_gemma":[0.0002596212,0.0002831865,0.0001793451,0.001330591,0.0009880305,0.0004012488,0.000784909,0.0005753422,0.0002819126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003719789,"about_ca_system_score_gemma":0.003827088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7745913,"about_ca_topic_score_gemma":0.9613422,"domain_scores_codex":[0.9997661,0.000006017119,0.00001462671,0.0000493715,0.00008057267,0.00008336692],"domain_scores_gemma":[0.9996231,0.00003001942,0.00005534121,0.00002052454,0.000130282,0.0001408333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006610503,0.0001415643,0.657022,0.0005008496,0.0001180477,0.006512045,0.01920483,0.0001302797,0.0695002,0.0004158431,0.003738009,0.2420554],"study_design_scores_gemma":[0.00001138046,0.00007874783,0.9841369,0.0000524936,0.00003572876,0.002222968,0.003343459,0.00004505027,0.0006500657,0.00003639782,0.00936179,0.0000250227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992157,0.001899725,0.000340755,0.0001056205,0.00003130125,0.00009111421,0.0006347182,0.00002339743,0.004716306],"genre_scores_gemma":[0.9925975,0.001981593,0.00164597,0.0001680758,0.00001779086,0.00003345324,0.0010217,0.000007779762,0.00252621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2254087,"threshold_uncertainty_score":0.4534723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01949258963555335,"score_gpt":0.1912736891444611,"score_spread":0.1717810995089077,"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."}}