{"id":"W3138598384","doi":"10.48204/j.tecno.v22n2a11","title":"DIVERSIDAD ALPHA Y BETA DE ABEJAS EUGLOSSINI (HYMENOPTERA: APIDAE) EN EL DOSEL Y SOTOBOSQUE DEL CERRO TUREGA, PROVINCIA DE COCLÉ, PANAMÁ","year":2020,"lang":"es","type":"article","venue":"Tecnociencia","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Physics; Forestry; Geography; Art","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":[0.0001737393,0.0003245051,0.0001819319,0.0007397213,0.0004068381,0.0005760808,0.0001272529,0.0001816502,0.000871633],"category_scores_gemma":[0.0002157928,0.0001622073,0.0001358556,0.0007035355,0.0002505295,0.0003703852,0.0002710543,0.0002051858,0.0001517635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006408002,"about_ca_system_score_gemma":0.0001745976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02762173,"about_ca_topic_score_gemma":0.1020677,"domain_scores_codex":[0.9998585,0.00001765178,0.000007488503,0.00006122944,0.00003280284,0.0000222635],"domain_scores_gemma":[0.9997579,0.00002736623,0.00009748954,0.00001042506,0.00006265818,0.00004409596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003260593,0.00004205791,0.9229128,0.00008984315,0.00009397289,0.0001075946,0.001622528,0.0001701804,0.05963255,0.00004331747,0.0001134345,0.01484569],"study_design_scores_gemma":[7.063853e-7,0.00003629016,0.9991211,0.000002541997,0.000009177131,0.00001970984,0.0001523727,0.00004425976,0.0003647143,0.000003229125,0.0002447656,0.000001172925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991153,0.0001819622,0.00004161152,0.000007076505,0.000001102871,0.000004256206,0.0001743833,0.000003029256,0.0004712735],"genre_scores_gemma":[0.9987685,0.0001882606,0.0001560013,0.00001047956,0.000001495052,0.000007432299,0.0002713471,0.000001581497,0.0005948918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02762173,"threshold_uncertainty_score":0.05492187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03169007598615693,"score_gpt":0.2373105289509727,"score_spread":0.2056204529648158,"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."}}