{"id":"W4236734165","doi":"10.1145/1595496.1562971","title":"\"Mailing it in\"","year":2009,"lang":"en","type":"article","venue":"ACM SIGCSE Bulletin","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sheridan College","funders":"","keywords":"Computer science; World Wide Web; System administrator; Annotation; Extensibility; Web application; Software engineering; Multimedia; Operating system; Artificial intelligence","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":[0.001708692,0.00112643,0.0006193435,0.001467587,0.001928298,0.003826005,0.0008158024,0.001361124,0.4175628],"category_scores_gemma":[0.007821833,0.0003959621,0.0004587069,0.0008531721,0.0005613163,0.002581987,0.00293132,0.001412463,0.2805347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000778083,"about_ca_system_score_gemma":0.0009988077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001373702,"about_ca_topic_score_gemma":0.001523408,"domain_scores_codex":[0.9986111,0.0004425542,0.00009681028,0.0001994754,0.0004623192,0.0001877282],"domain_scores_gemma":[0.9933519,0.00114081,0.0004803863,0.002158807,0.00213687,0.0007312284],"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":[0.0002187607,0.0001002643,0.001966738,0.0001409333,0.00001243202,0.0003276837,0.0006152306,0.00008856435,0.002495339,0.009389483,0.8160332,0.1686113],"study_design_scores_gemma":[0.00001778861,0.00008175817,0.001174657,0.00007111427,0.0000125018,0.0002325718,0.0002363918,0.0004852429,0.003049725,0.001679586,0.992934,0.00002469308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02183212,0.0005256506,0.06753435,0.0124132,0.01785005,0.00150849,0.01104967,0.09252729,0.7747591],"genre_scores_gemma":[0.04255816,0.0004100752,0.0174381,0.004677035,0.002097424,0.0002744219,0.00506584,0.006418401,0.9210606],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4175628,"threshold_uncertainty_score":0.830776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747786975096079,"score_gpt":0.2660010656891605,"score_spread":0.2485231959381997,"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."}}