{"id":"W2476872298","doi":"10.5948/upo9781614445159","title":"More Fallacies, Flaws, and Flimflam","year":2013,"lang":"en","type":"book","venue":"MAA spectrum","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Forensic engineering; 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":[0.001859912,0.0008295474,0.0007207384,0.002794683,0.003758257,0.007464391,0.0009320332,0.001715941,0.02932192],"category_scores_gemma":[0.007457978,0.0005214611,0.0008640643,0.002646805,0.006925358,0.01388411,0.00380956,0.006897362,0.007039129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004149641,"about_ca_system_score_gemma":0.001913886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003493848,"about_ca_topic_score_gemma":0.006112584,"domain_scores_codex":[0.9977698,0.0005692408,0.00008570344,0.0002746902,0.001115091,0.0001853669],"domain_scores_gemma":[0.9971457,0.001494722,0.0001693864,0.0004227972,0.0005948204,0.0001726001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003594227,0.000047404,0.0005120795,0.0002208296,0.00001542762,0.0002715479,0.005305059,0.0003626972,0.0003332632,0.5353954,0.3770904,0.08040988],"study_design_scores_gemma":[0.000005104176,0.00001884917,0.0003523403,0.0003055504,0.000007530371,0.0004694335,0.0008644947,0.0002948591,0.0001918887,0.09035753,0.9071146,0.00001803062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01119179,0.05447636,0.02963516,0.06577536,0.01561362,0.00007287668,0.0004528589,0.001720834,0.8210612],"genre_scores_gemma":[0.124047,0.01831857,0.01366383,0.01863335,0.005067708,0.0001055623,0.0006945267,0.002336895,0.8171325],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02932192,"threshold_uncertainty_score":0.09809154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007276872442842972,"score_gpt":0.2056349736428849,"score_spread":0.198358101200042,"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."}}