{"id":"W2008155447","doi":"10.1145/581571.581603","title":"Texas licensing of software engineers","year":2002,"lang":"en","type":"article","venue":"Communications of the ACM","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Software; Computer science; Engineering management; Software engineering; Political science; Engineering ethics; Engineering; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005668106,0.00005001959,0.00007645458,0.00004302461,0.00002505833,0.000002848179,0.004276894,0.00003882889,0.00002778834],"category_scores_gemma":[0.001352564,0.00004059288,0.00004386335,0.0002442129,0.00008916223,0.00003391591,0.0009515574,0.0001118966,0.00001430653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001814522,"about_ca_system_score_gemma":0.000003589603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008057819,"about_ca_topic_score_gemma":0.000001639121,"domain_scores_codex":[0.9996713,0.00001080886,0.0001462067,0.00003378957,0.0000685766,0.00006930346],"domain_scores_gemma":[0.9926642,0.0001244852,0.00002576474,0.007130513,0.00003244938,0.00002254426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004994687,0.0008753116,0.009374075,0.002797324,0.0006081839,2.553338e-7,0.01168431,0.08330603,0.06158304,0.007007419,0.7062955,0.1164636],"study_design_scores_gemma":[0.001320663,0.00009427871,0.1379549,0.002003174,0.000327771,0.00003222654,0.000786856,0.5139946,0.1036876,0.02192918,0.2165642,0.001304641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8405932,0.04681328,0.009326076,0.07015073,0.003768885,0.0009301659,0.00009386126,0.001660893,0.02666286],"genre_scores_gemma":[0.9381483,0.0003927935,0.06134058,0.00001422916,0.00001485397,0.000002206615,0.000003150682,0.00001124427,0.00007267619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4897313,"threshold_uncertainty_score":0.7947605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03294535463072665,"score_gpt":0.2251647774964114,"score_spread":0.1922194228656847,"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."}}