{"id":"W2338858804","doi":"10.17161/jom.v0i61.4721","title":"A new species of <i>Systropha</i> from Thailand (Hymenoptera: Halictidae: Rophitinae)","year":2016,"lang":"en","type":"article","venue":"Journal of Melittology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Halictidae; Subgenus; Hymenoptera; Zoology; Key (lock); Biology; Ecology; Taxonomy (biology); Apoidea","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001406254,0.0008602386,0.0003370662,0.001336374,0.001697101,0.00067962,0.000487466,0.0007290728,0.008242823],"category_scores_gemma":[0.0001809032,0.0003945645,0.0002653922,0.0008008745,0.0009070513,0.001343748,0.001021157,0.001078616,0.003204833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002828343,"about_ca_system_score_gemma":0.0004177849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002581273,"about_ca_topic_score_gemma":0.006049892,"domain_scores_codex":[0.9998913,0.00001680113,0.00001770175,0.0000313421,0.00002238463,0.00002040761],"domain_scores_gemma":[0.9997436,0.00004058388,0.00009326047,0.00001999403,0.0000357992,0.00006669197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008522089,0.0001802414,0.0460359,0.003038489,0.0001370489,0.02267817,0.01159834,0.0005936007,0.0953616,0.002474219,0.02770893,0.7893413],"study_design_scores_gemma":[0.0001296712,0.001969604,0.3024425,0.001250753,0.00031664,0.090299,0.008982558,0.001501288,0.009585266,0.002491105,0.5807535,0.0002780701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7592202,0.03405084,0.01391245,0.002469309,0.001515321,0.0009158087,0.005399732,0.001452078,0.1810642],"genre_scores_gemma":[0.948245,0.009517619,0.01505572,0.001227494,0.0004307851,0.0002929654,0.0023667,0.00008813135,0.02277547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008242823,"threshold_uncertainty_score":0.02757496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527919178863445,"score_gpt":0.2051005759203506,"score_spread":0.1798213841317162,"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."}}