{"id":"W2010822264","doi":"10.1145/2465449.2465464","title":"Implementing generalized alternative construct for erasmus language","year":2013,"lang":"en","type":"article","venue":"","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Construct (python library); Correctness; Computer science; Programming language; Erasmus+; Statement (logic); Generalization; Process (computing); Theoretical computer science; Language construct; Mathematics; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002339438,0.00009511959,0.0001274138,0.00004217314,0.000119943,0.0002765934,0.0004185715,0.0000262329,0.0001807951],"category_scores_gemma":[0.00002133883,0.0000695131,0.00006496681,0.00008623177,0.00002080385,0.0002857768,0.0001620324,0.00003441025,0.0001135108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001648873,"about_ca_system_score_gemma":0.00002091607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459984,"about_ca_topic_score_gemma":0.00007170499,"domain_scores_codex":[0.9990465,0.00003336691,0.0001847651,0.0002436709,0.0001179205,0.0003737552],"domain_scores_gemma":[0.9994538,0.00005880426,0.00008612636,0.0002474761,0.00009242826,0.00006130765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[7.071389e-7,0.00001077265,0.0006687769,0.00001106962,0.00002856353,0.000002446518,0.001097204,0.000001419454,0.001893607,0.8959782,0.002335445,0.09797186],"study_design_scores_gemma":[0.007912029,0.0005960738,0.001412329,0.00001072847,0.00003699153,0.0001466158,0.003955913,0.2297397,0.1030339,0.3866243,0.2647956,0.001735872],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02953859,0.00008219972,0.9511632,0.0002098139,0.000480165,0.0006311933,9.715674e-7,0.0001968885,0.01769701],"genre_scores_gemma":[0.9157389,0.000001284969,0.08136602,0.0002928792,0.0001593086,0.0001298531,0.000004550887,0.000006138819,0.002301111],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8862002,"threshold_uncertainty_score":0.2834662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02519299672877992,"score_gpt":0.2885029765699316,"score_spread":0.2633099798411516,"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."}}