{"id":"W6907977429","doi":"10.25545/mmnbnm/4uw6th","title":"082106-rri control to stage 3.csv","year":2025,"lang":"en","type":"dataset","venue":"UNB Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Stage (stratigraphy); Control (management); Control theory (sociology); Control system; Quality (philosophy)","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":[0.001388689,0.004170759,0.002236674,0.003664008,0.001421215,0.003980387,0.004626011,0.004158406,0.2717513],"category_scores_gemma":[0.01030155,0.001101753,0.002287987,0.004828973,0.0007871939,0.00268345,0.003010936,0.002631409,0.3779698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001820542,"about_ca_system_score_gemma":0.003193168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02392178,"about_ca_topic_score_gemma":0.03999005,"domain_scores_codex":[0.9983044,0.0002731596,0.0001405798,0.0005769567,0.0003561694,0.0003487499],"domain_scores_gemma":[0.9968204,0.0008482755,0.0001512028,0.001044626,0.0007692821,0.0003662317],"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":[0.00005530406,0.00001280826,0.0001322183,0.0003068543,0.00001238424,0.000007307098,0.000008737422,0.0001336256,0.00007568445,0.0002806382,0.9977658,0.001208744],"study_design_scores_gemma":[0.0003374549,0.00003457472,0.000903683,0.000232241,0.00002425142,0.00003517239,0.00005545333,0.0007907776,0.0006454459,0.002108593,0.9947989,0.00003338068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008956529,0.00008074491,0.000113459,0.00009390822,0.00008432485,0.00002086287,0.9955086,0.002351978,0.001656656],"genre_scores_gemma":[0.0003343354,0.00004568531,0.0003814009,0.00009073089,0.00001646834,0.00007554636,0.9971847,0.000513718,0.001357374],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2717513,"threshold_uncertainty_score":0.9090985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01210807856640467,"score_gpt":0.2824560187463376,"score_spread":0.2703479401799329,"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."}}