{"id":"W6931355364","doi":"10.5281/zenodo.4742936","title":"bshoshany/OGRe v1.3","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002021026,0.002456702,0.002602731,0.002873969,0.001034913,0.003484509,0.005817017,0.001730449,0.4112761],"category_scores_gemma":[0.006426717,0.001896325,0.002933214,0.002464295,0.0007479414,0.004802657,0.004595314,0.004053005,0.3453949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101212,"about_ca_system_score_gemma":0.001060558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003104694,"about_ca_topic_score_gemma":0.003869884,"domain_scores_codex":[0.998911,0.0002597606,0.00009321854,0.0002069787,0.0003946054,0.0001344087],"domain_scores_gemma":[0.9981679,0.0006442906,0.000103858,0.0005184541,0.000442787,0.0001227212],"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":[0.0001222016,0.0000440408,0.0002896662,0.0009076985,0.0001053797,0.0001068864,0.0001439947,0.002622158,0.001345132,0.07322536,0.8506301,0.07045733],"study_design_scores_gemma":[0.0001156419,0.00001459089,0.000301243,0.000155124,0.00003899923,0.0001633698,0.00002624399,0.01097469,0.002735442,0.06408704,0.9213148,0.00007281882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.000537989,0.0006751727,0.440242,0.0004803527,0.0004830286,0.0001403816,0.04645118,0.4482689,0.06272103],"genre_scores_gemma":[0.01316498,0.001123315,0.3544157,0.0008925629,0.0003990007,0.0009771384,0.08071957,0.4807008,0.0676069],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4112761,"threshold_uncertainty_score":0.8397432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821539317614616,"score_gpt":0.2838957862577905,"score_spread":0.2656803930816444,"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."}}