{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001636082,0.00015456,0.0001318658,0.00009574628,0.0004314216,0.0002800144,0.0006512643,0.00006995122,0.00002189454],"category_scores_gemma":[0.0001117732,0.0001260488,0.00003634894,0.0002275888,0.00008314965,0.0004491317,0.0001699338,0.00005528639,0.00003354252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006436452,"about_ca_system_score_gemma":0.000666619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002831401,"about_ca_topic_score_gemma":0.0004434131,"domain_scores_codex":[0.9983798,0.0003494897,0.000330297,0.0004729578,0.0002190808,0.000248333],"domain_scores_gemma":[0.9978284,0.000559292,0.0001382291,0.0006910908,0.0006613317,0.0001216848],"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":[0.00000355887,0.0001319897,0.0006226598,0.00003174393,0.00001930736,3.021597e-7,0.006410868,0.000001426367,0.01957722,0.5809936,0.0002369854,0.3919703],"study_design_scores_gemma":[0.001482083,0.000001671437,0.01850273,0.0006201757,0.0000139977,0.00001441712,0.0001741554,0.005389575,0.4331619,0.02560788,0.5143788,0.0006526271],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09687113,0.0001706083,0.8884598,0.006445242,0.00003384233,0.0004935132,0.000004791785,0.000186125,0.007334934],"genre_scores_gemma":[0.7139644,0.00006769078,0.2823158,0.00006518872,0.000006339539,0.000381509,0.00002476389,0.00001170185,0.003162596],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6170933,"threshold_uncertainty_score":0.5140119,"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."}}