{"id":"W4300048867","doi":"","title":"Mocks, Proxies, and Transpilation as Development Strategies for Web Development","year":2016,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Mobile and Web Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; World Wide Web; Data science","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":[0.007521967,0.0006485757,0.0003687438,0.001475363,0.001929844,0.007368898,0.001313962,0.001745205,0.006006521],"category_scores_gemma":[0.0184274,0.0006081113,0.0005652436,0.0009240822,0.005247531,0.01085189,0.005971077,0.001661843,0.0009824239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001374117,"about_ca_system_score_gemma":0.002669226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009227814,"about_ca_topic_score_gemma":0.001535194,"domain_scores_codex":[0.9911724,0.006500056,0.0003124407,0.0005891359,0.0008870946,0.0005389149],"domain_scores_gemma":[0.9880007,0.006650075,0.0007773638,0.002704371,0.000813472,0.001054027],"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":[0.0002068347,0.000216315,0.005053972,0.0002758404,0.00002700926,0.0004259956,0.00878191,0.005416289,0.004300022,0.8212876,0.001928233,0.15208],"study_design_scores_gemma":[0.0001744612,0.0006762558,0.003654191,0.0005917441,0.0002099227,0.001860892,0.02079627,0.08600507,0.02204181,0.7289494,0.1348656,0.0001742963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2143859,0.001446027,0.5983028,0.004936412,0.00014164,0.0005002561,0.00006422451,0.00246841,0.1777545],"genre_scores_gemma":[0.8074844,0.0004252269,0.1727896,0.0003366739,0.00001721271,0.0001934119,0.00006585481,0.0004629895,0.01822457],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007521967,"threshold_uncertainty_score":0.03978044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129831407682984,"score_gpt":0.2193676427819185,"score_spread":0.2063845020136201,"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."}}