{"id":"W2770508379","doi":"10.7287/peerj.preprints.3159","title":"Excuse me, do you have a moment to talk about version control?","year":2017,"lang":"en","type":"article","venue":"","topic":"Data Analysis with R","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Excuse; Moment (physics); Political science; Law; Physics","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":[0.01563763,0.001318306,0.00106124,0.002980518,0.00139315,0.004113956,0.002228905,0.003331909,0.1718492],"category_scores_gemma":[0.1799521,0.0008017553,0.0006862613,0.004912643,0.00261999,0.007880318,0.003571826,0.007355164,0.1898046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142475,"about_ca_system_score_gemma":0.001447077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005849275,"about_ca_topic_score_gemma":0.0008891759,"domain_scores_codex":[0.9849175,0.008800958,0.001754135,0.001127792,0.002987985,0.0004116899],"domain_scores_gemma":[0.8717902,0.06639306,0.0105205,0.02071706,0.02577426,0.004804912],"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":[0.00005110288,0.00001790424,0.000179607,0.0002057195,0.00001012615,0.00009688768,0.000316848,0.00006648858,0.0005291843,0.004328266,0.9509259,0.04327202],"study_design_scores_gemma":[0.00002068033,0.00003816452,0.0003606671,0.0003673572,0.000005899248,0.0004728837,0.0002024118,0.0001945304,0.0004253054,0.008866194,0.9890134,0.00003251357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003390742,0.008897357,0.2934338,0.352123,0.1234427,0.001425918,0.0213016,0.07550373,0.1204811],"genre_scores_gemma":[0.04233988,0.01096705,0.280457,0.2193149,0.06026546,0.004620032,0.02603356,0.1013612,0.254641],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1718492,"threshold_uncertainty_score":0.5748929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296185441507027,"score_gpt":0.2661175052156882,"score_spread":0.253155650800618,"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."}}