{"id":"W7077154521","doi":"10.5281/zenodo.16928355","title":"Zero-Overhead Lexical Effect Handlers (artifact)","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Artifact (error); Software; Lexical item; Component (thermodynamics); Casual","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":[0.005407959,0.005438434,0.002281992,0.003116875,0.001750069,0.007967168,0.005152666,0.004306769,0.303366],"category_scores_gemma":[0.02926371,0.003164774,0.00330403,0.002484905,0.001558275,0.0108956,0.01044216,0.005007428,0.2244929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002242043,"about_ca_system_score_gemma":0.002624661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004203731,"about_ca_topic_score_gemma":0.00313338,"domain_scores_codex":[0.9925202,0.001387326,0.001048455,0.001292745,0.002753966,0.0009974],"domain_scores_gemma":[0.9769531,0.005412994,0.0008440471,0.01040933,0.005850657,0.0005298971],"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":[0.001409457,0.0001823137,0.001361565,0.001292436,0.0001136737,0.0005706261,0.0006000313,0.0008587182,0.006529561,0.02123171,0.8435597,0.1222901],"study_design_scores_gemma":[0.0002177542,0.00006859158,0.000760437,0.0004228633,0.0001032309,0.0004712394,0.0001925626,0.003692001,0.03427172,0.02209666,0.9374876,0.0002154588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.00240654,0.0005699456,0.2151189,0.0008940199,0.003330397,0.0005331269,0.02534843,0.7056829,0.04611576],"genre_scores_gemma":[0.06235086,0.0009048799,0.1248113,0.00394065,0.001402427,0.001640277,0.0610833,0.5892231,0.1546432],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.303366,"threshold_uncertainty_score":0.9936639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911379414096672,"score_gpt":0.2329746365518047,"score_spread":0.213860842410838,"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."}}