{"id":"W4291414058","doi":"10.3390/software1030014","title":"An Automated Tool for Upgrading Fortran Codes","year":2022,"lang":"en","type":"article","venue":"Software","topic":"Software Engineering Research","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; British Columbia Institute of Technology; Langara College","funders":"","keywords":"Python (programming language); Computer science; Fortran; Code refactoring; Software portability; Programming language; Software; Coding (social sciences); Software engineering","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":[0.00167248,0.001384601,0.0006775787,0.003058644,0.0008170514,0.001274694,0.001779243,0.0006788232,0.01771238],"category_scores_gemma":[0.01040238,0.0009827563,0.0008123554,0.00119937,0.0005860259,0.001637566,0.001762056,0.00135478,0.008376298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006060736,"about_ca_system_score_gemma":0.001583624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001743419,"about_ca_topic_score_gemma":0.001835643,"domain_scores_codex":[0.9980792,0.0002583882,0.0002130574,0.0004409366,0.0008808625,0.0001276421],"domain_scores_gemma":[0.9940849,0.002630943,0.0005272165,0.001251271,0.001323323,0.000182342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003275959,0.0002283101,0.00473654,0.0006035346,0.00005629325,0.0007159605,0.0005425591,0.00532161,0.0396288,0.004249319,0.07017849,0.873411],"study_design_scores_gemma":[0.0004444715,0.0004434809,0.01330373,0.000509687,0.0001322065,0.003932309,0.0002880784,0.2675993,0.302093,0.01157764,0.3992418,0.0004342778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01370515,0.0001913936,0.5543635,0.000136266,0.0001312657,0.0004420429,0.002015978,0.4240389,0.00497533],"genre_scores_gemma":[0.0833702,0.000229285,0.8756835,0.0002215207,0.00006206433,0.0005118092,0.006236236,0.02324176,0.01044358],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.01771238,"threshold_uncertainty_score":0.05925381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01862807564323541,"score_gpt":0.3013823638085817,"score_spread":0.2827542881653463,"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."}}