{"id":"W2242787806","doi":"10.5281/zenodo.29820","title":"mmod v1.3.1","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Environmental science","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":[0.003870307,0.00372514,0.003318339,0.002027549,0.001330589,0.005618856,0.00576485,0.003336316,0.2980278],"category_scores_gemma":[0.01242184,0.003657651,0.003298998,0.001450989,0.0009716775,0.004339095,0.004684723,0.005565709,0.3252398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001136884,"about_ca_system_score_gemma":0.001859522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002027855,"about_ca_topic_score_gemma":0.002176225,"domain_scores_codex":[0.9980677,0.0003458114,0.0002150522,0.000655394,0.0004295549,0.0002866123],"domain_scores_gemma":[0.997636,0.0007185232,0.0001687667,0.0008212509,0.0004250338,0.0002304799],"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":[0.0006515398,0.00004613498,0.001359266,0.000942713,0.0002422583,0.0001678184,0.0001767991,0.0003892211,0.002928029,0.003204249,0.9608886,0.02900352],"study_design_scores_gemma":[0.0003822792,0.00008175757,0.001401273,0.000226478,0.0001109276,0.000369884,0.00005771211,0.003764071,0.01312949,0.007891754,0.9724504,0.0001338833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001077888,0.00059891,0.03606133,0.0004806795,0.00119737,0.0001439556,0.049214,0.9032012,0.00802466],"genre_scores_gemma":[0.02572001,0.001056167,0.0730837,0.002312515,0.000471544,0.001145291,0.1479932,0.7018858,0.04633172],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2980278,"threshold_uncertainty_score":0.9970022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04298172864560709,"score_gpt":0.2792754473362898,"score_spread":0.2362937186906827,"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."}}