{"id":"W6925628065","doi":"10.18710/vttnxm/gor9du","title":"Invocations-overview.txt","year":2021,"lang":"en","type":"dataset","venue":"","topic":"Physics and Engineering Research Articles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Code refactoring; Task (project management); Outcome (game theory); Timestamp; Process (computing)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001982579,0.004514657,0.001989814,0.006201365,0.001206624,0.003879043,0.003112443,0.002661746,0.06739999],"category_scores_gemma":[0.007965446,0.001152396,0.002627418,0.006924127,0.000653226,0.002084377,0.002646616,0.002386028,0.1109481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001766047,"about_ca_system_score_gemma":0.002640143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02210945,"about_ca_topic_score_gemma":0.03963992,"domain_scores_codex":[0.9976465,0.0003042952,0.0003642719,0.0007239387,0.0005897151,0.00037118],"domain_scores_gemma":[0.9939488,0.001921354,0.0005847607,0.002064137,0.0009600901,0.000520849],"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":[0.0001623137,0.0000451583,0.001875365,0.0009424085,0.00005511634,0.00003056647,0.00002749977,0.0003149118,0.000225821,0.0002543367,0.9931839,0.002882596],"study_design_scores_gemma":[0.0007036471,0.0000784179,0.009744539,0.000463339,0.00009959724,0.0001581258,0.0001315771,0.001323023,0.001389281,0.001406419,0.9844237,0.00007836474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001929795,0.00006765372,0.00006581061,0.00003990759,0.00002708546,0.00001609475,0.9978018,0.001349409,0.0004392488],"genre_scores_gemma":[0.0004197156,0.0000457333,0.0002678376,0.00004157537,0.000009365996,0.00005948716,0.998652,0.0001405073,0.0003637466],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9326,"threshold_uncertainty_score":0.2254754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.026086531756042,"score_gpt":0.2627915069362182,"score_spread":0.2367049751801762,"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."}}