{"id":"W2619758124","doi":"10.3897/zookeys.675.12713","title":"Introduction to the Mymaridae (Hymenoptera) of Bangladesh","year":2017,"lang":"en","type":"article","venue":"ZooKeys","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Natural Resources Canada","funders":"","keywords":"Hymenoptera; Biology; Habitat; Agriculture; Key (lock); Identification key; Identification (biology); Zoology; Ecology; Geography; Taxonomy (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000287506,0.0007064574,0.0003135877,0.00117565,0.0006569351,0.000607651,0.0003977042,0.0004803283,0.06138694],"category_scores_gemma":[0.0006655333,0.0002399972,0.000177383,0.001392559,0.0009096664,0.0009328239,0.001095891,0.0009101372,0.01094405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001371965,"about_ca_system_score_gemma":0.001111629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02345208,"about_ca_topic_score_gemma":0.04727905,"domain_scores_codex":[0.9998972,0.00001991439,0.0000122257,0.00003384988,0.00001860046,0.00001815477],"domain_scores_gemma":[0.9997244,0.00007603919,0.00005081793,0.00001984602,0.00007438167,0.00005451125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002711481,0.00004548428,0.0152376,0.002731829,0.00004241991,0.0008241305,0.004068667,0.0003524584,0.007457057,0.0228554,0.5752704,0.3708436],"study_design_scores_gemma":[0.000002536463,0.00002298298,0.01005262,0.0002243959,0.000005493734,0.0002205818,0.000414269,0.00001864647,0.0001006016,0.0004643894,0.9884674,0.000006034198],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05102329,0.4002633,0.005490843,0.0676801,0.03296022,0.0003847022,0.01542957,0.000641237,0.4261268],"genre_scores_gemma":[0.1695322,0.2613196,0.005364889,0.02464103,0.01118649,0.0003914388,0.007147968,0.0002390629,0.5201774],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06138694,"threshold_uncertainty_score":0.2053598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901835797998065,"score_gpt":0.2202611221396605,"score_spread":0.2012427641596798,"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."}}