{"id":"W7093851650","doi":"","title":"Expediente","year":2019,"lang":"en","type":"article","venue":"SHILAP Revista de lepidopterología","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"","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":[0.001394942,0.0009616622,0.0005656643,0.001589772,0.002013733,0.003300842,0.001308713,0.001977851,0.4420739],"category_scores_gemma":[0.004572317,0.0002522469,0.000651638,0.0008957466,0.0008193451,0.001755493,0.003670679,0.002541862,0.2720008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084074,"about_ca_system_score_gemma":0.002664828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002495386,"about_ca_topic_score_gemma":0.005102047,"domain_scores_codex":[0.998555,0.0002954501,0.00005462734,0.0001953229,0.0006893084,0.0002102707],"domain_scores_gemma":[0.9980545,0.0002100755,0.0000640509,0.0003615175,0.0007528305,0.0005570699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001189612,0.00009329002,0.0005172826,0.0001880469,0.000009473902,0.0003151914,0.0002645745,0.00008964618,0.001124906,0.01712837,0.7142584,0.2658919],"study_design_scores_gemma":[0.000006844185,0.00001368891,0.0002056675,0.00004029992,0.000002163396,0.0002051881,0.00006224357,0.00002391333,0.0001196506,0.001111118,0.9982065,0.000002783807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003576415,0.008045116,0.008986376,0.0235689,0.03236253,0.0003358349,0.001622952,0.002280607,0.9192212],"genre_scores_gemma":[0.006134671,0.001951209,0.003450828,0.003597092,0.002192957,0.0001092394,0.0007129443,0.0004059409,0.981445],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4420739,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019636846234465,"score_gpt":0.2485694269236103,"score_spread":0.2383730584612656,"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."}}