{"id":"W7025245094","doi":"","title":"Validation DSL for client-server applications","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Digital subscriber line; Key (lock); Domain-specific language; User interface; Web application; Data validation","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":[0.01048397,0.0009785723,0.0008746482,0.001686764,0.001220295,0.006162201,0.002943935,0.002024081,0.006510641],"category_scores_gemma":[0.01520706,0.001494783,0.002066695,0.001051759,0.001750198,0.004735144,0.002599903,0.004563893,0.003972449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0032143,"about_ca_system_score_gemma":0.003753603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004871426,"about_ca_topic_score_gemma":0.005326003,"domain_scores_codex":[0.9907079,0.002731893,0.001787487,0.0008620196,0.003543684,0.0003671098],"domain_scores_gemma":[0.9882101,0.005091625,0.0006115094,0.002453582,0.003341125,0.0002920359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001794593,0.0001807868,0.001306179,0.0009216993,0.0001074757,0.001151999,0.001256347,0.03551733,0.01475216,0.7133079,0.03049035,0.2008284],"study_design_scores_gemma":[0.0001340905,0.00008321712,0.0004459262,0.0004169894,0.00008807074,0.001069186,0.0002104449,0.2039797,0.0370837,0.2545656,0.5017944,0.0001287742],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001088779,0.0001236818,0.9847393,0.0003445561,0.00009008097,0.0002300522,0.0005620325,0.007265327,0.005556112],"genre_scores_gemma":[0.06149149,0.0005822657,0.9157074,0.0009188867,0.0001008802,0.0007427768,0.003907215,0.003715612,0.01283348],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01048397,"threshold_uncertainty_score":0.05544519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563938024517057,"score_gpt":0.2440607667295085,"score_spread":0.2284213864843379,"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."}}