{"id":"W6968439689","doi":"10.5281/zenodo.3541364","title":"NPA_ref9625","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Liquation; Dysgeusia; Diafiltration; Emperipolesis; Fusible alloy; Triacetin","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001879426,0.00006890613,0.00007978065,0.0002041537,0.002759029,0.0004944472,0.0008423603,0.00006082706,0.04598088],"category_scores_gemma":[0.001622932,0.00007793947,0.00003107529,0.0009562802,0.0001983699,0.0002787396,0.0003158063,0.0001858043,0.0262901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002508576,"about_ca_system_score_gemma":0.00001480505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004562931,"about_ca_topic_score_gemma":5.135307e-7,"domain_scores_codex":[0.9983066,0.0005559532,0.000163954,0.0002485103,0.0004336456,0.000291297],"domain_scores_gemma":[0.9986477,0.00005907632,0.00007285566,0.0003154066,0.0008108903,0.00009399309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001426103,0.0001106429,0.00003451286,0.00001793167,0.00001925444,0.000001054715,0.006910158,0.00002121096,0.001744568,0.6578132,0.1812607,0.1520525],"study_design_scores_gemma":[0.0001250116,0.00003665211,0.0008287905,0.000009036678,0.000002828505,0.000006008006,0.002130411,0.00002419616,0.0001025615,0.002602031,0.9940364,0.00009609592],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03841722,0.0000233874,0.002050289,0.003746931,0.0006688083,0.0004025878,0.00002793726,0.0005859463,0.9540769],"genre_scores_gemma":[0.9629154,0.00005067438,0.007613875,0.0006285668,0.0008527548,5.926101e-8,0.0005326806,0.00101771,0.02638824],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9276887,"threshold_uncertainty_score":0.9985393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05972046262555918,"score_gpt":0.3514280013095236,"score_spread":0.2917075386839644,"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."}}