{"id":"W6931459598","doi":"10.5281/zenodo.7415113","title":"JuliaData/CSV.jl: v0.10.8","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Invenia (Canada)","funders":"","keywords":"Task (project management); Root (linguistics); Thread (computing); Confusion","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001557098,0.0002071903,0.0002096814,0.000477546,0.003991807,0.0008832207,0.002158366,0.0001921253,0.7501463],"category_scores_gemma":[0.002405094,0.000254731,0.00007906024,0.001041387,0.0005005408,0.0001830882,0.001390355,0.0004713507,0.03201087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001165047,"about_ca_system_score_gemma":0.00004857482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001127629,"about_ca_topic_score_gemma":0.00001877719,"domain_scores_codex":[0.996232,0.001354108,0.0002492681,0.0006354133,0.0009651345,0.0005640158],"domain_scores_gemma":[0.9981558,0.00005492913,0.0002240538,0.0008568033,0.0004589037,0.000249494],"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":[0.00001251834,0.0001236175,0.000003063199,0.00006515455,0.00003384427,0.000006746181,0.004802378,0.000002985377,0.00000477912,0.009018321,0.9725984,0.01332818],"study_design_scores_gemma":[0.0001658661,0.00007000314,0.0000495532,0.000017519,0.00002125457,0.000006021499,0.005574394,0.000002180223,0.00000178059,0.0003449593,0.9934847,0.0002617667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007428321,0.0002175859,0.00006618973,0.003098333,0.0005156091,0.0008848763,0.0003861385,0.002198491,0.9925585],"genre_scores_gemma":[0.001870721,0.0001879841,0.0001410861,0.0001951357,0.001115997,2.770521e-7,0.004999619,0.00725855,0.9842306],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7181354,"threshold_uncertainty_score":0.9999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04066782112889058,"score_gpt":0.3137138696947534,"score_spread":0.2730460485658628,"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."}}