{"id":"W3162654878","doi":"10.5281/zenodo.4549762","title":"WulffHunter/log_generator v1.0.0","year":2021,"lang":"en","type":"preprint","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Parsing; Computer science; Task (project management); Software; Artificial intelligence; Data mining; Programming language","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":[0.003192568,0.003747164,0.00227769,0.00515542,0.0007355915,0.004157485,0.004807325,0.001883171,0.2837265],"category_scores_gemma":[0.01349486,0.00314939,0.001835258,0.003622668,0.0008489135,0.003278347,0.004372787,0.00396978,0.3493909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001413967,"about_ca_system_score_gemma":0.002185874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002991589,"about_ca_topic_score_gemma":0.002455282,"domain_scores_codex":[0.9980034,0.0003018579,0.0002270084,0.0003897265,0.0007733119,0.0003047242],"domain_scores_gemma":[0.9956732,0.001178306,0.0002857058,0.001633676,0.0008683375,0.0003606558],"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":[0.0002664476,0.00009780526,0.0007814783,0.0007706627,0.00008951113,0.0001716202,0.00008672721,0.00106295,0.001302112,0.003664645,0.9527976,0.0389084],"study_design_scores_gemma":[0.0008566281,0.0001127593,0.004540025,0.0004205215,0.00008415889,0.0007035217,0.0001033093,0.02001457,0.01991086,0.028226,0.9246751,0.0003525849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0004286087,0.0001307697,0.03587789,0.0001358077,0.0001516754,0.0002413582,0.06408568,0.8941054,0.004842824],"genre_scores_gemma":[0.01724251,0.0005861374,0.05220774,0.0007650142,0.0002552591,0.001903928,0.2972417,0.6076471,0.02215051],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2837265,"threshold_uncertainty_score":0.9491597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03255905759647214,"score_gpt":0.2464253099426321,"score_spread":0.2138662523461599,"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."}}