{"id":"W6939929902","doi":"10.6084/m9.figshare.12649364.v1","title":"DoFile_EDTRACKER.do","year":2020,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scripting language; Information system; Identification (biology); Software","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001016415,0.0003785395,0.000343023,0.000147107,0.00002035712,0.00008195813,0.0005557681,0.0004471578,0.9939781],"category_scores_gemma":[0.0007885373,0.0003883387,0.0001503457,0.0002808073,0.000004758039,0.00003145401,0.0001946238,0.0004077667,0.9306661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004564474,"about_ca_system_score_gemma":0.00009379606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009383602,"about_ca_topic_score_gemma":0.0000205873,"domain_scores_codex":[0.9986331,0.000035434,0.0001387299,0.0005160305,0.0003674784,0.0003092353],"domain_scores_gemma":[0.998965,0.00002123032,0.0002499089,0.0005402404,0.00002538653,0.0001982404],"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":[0.000002188125,0.00001077001,7.467512e-7,0.0004021463,0.00004902162,0.0001179192,0.00001948382,1.370258e-7,0.000007143356,0.000005742813,0.998944,0.0004407135],"study_design_scores_gemma":[0.000144271,0.00001249555,0.00002321366,0.006589749,0.00001421,0.000004790443,0.000003635998,0.000004240983,0.00003391908,0.000003838516,0.9927331,0.0004325691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[2.784273e-9,0.001957997,1.159338e-8,0.00001165874,0.00005159886,0.0001947095,0.498492,0.001006837,0.4982852],"genre_scores_gemma":[0.000006985332,0.000001272825,0.00005284086,0.0001334333,0.001576996,0.0001369535,0.4949263,0.002496886,0.5006683],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06331194,"threshold_uncertainty_score":0.9998568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06267817597999414,"score_gpt":0.2878151795442097,"score_spread":0.2251370035642156,"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."}}