{"id":"W2756031164","doi":"10.4242/balisagevol19.lee01","title":"The Secret Life of Schema in Web Protocols, API's and Software Type Systems","year":2017,"lang":"en","type":"article","venue":"Balisage series on markup technologies","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Computer science; JSON; Document Structure Description; Software engineering; Programming language; XML; Software; Markup language; Schema (genetic algorithms); World Wide Web; Information retrieval","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":[0.00041677,0.0002238619,0.0002980135,0.0001439231,0.0005062006,0.0005537462,0.002823928,0.0001966292,0.000001473827],"category_scores_gemma":[0.0005453605,0.0001478267,0.00003671059,0.0003019993,0.0004250646,0.0005585179,0.001434217,0.0002848146,0.000004819091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001727082,"about_ca_system_score_gemma":0.0000872379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001261382,"about_ca_topic_score_gemma":0.0006421828,"domain_scores_codex":[0.9985769,0.00006724679,0.0003126368,0.0004190018,0.0002833855,0.000340848],"domain_scores_gemma":[0.9973025,0.0001933843,0.0003271825,0.002027203,0.000111116,0.0000386508],"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":[0.001092003,0.0003002114,0.131229,0.002416962,0.0002370312,0.0001871329,0.002882994,0.0001124373,0.006346341,0.6371471,0.002841891,0.2152068],"study_design_scores_gemma":[0.006757254,0.005881267,0.1431701,0.00658867,0.00007157534,0.0002696954,0.04337528,0.01026283,0.106263,0.1095202,0.5638174,0.004022772],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9043379,0.008376988,0.002536052,0.04377533,0.00192056,0.02191034,0.00008982338,0.005518366,0.01153465],"genre_scores_gemma":[0.9922922,0.0005272744,0.005459575,0.0001351973,0.00003128868,0.001362723,0.000002307056,0.00001931659,0.0001701448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5609756,"threshold_uncertainty_score":0.6028199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01672812288222687,"score_gpt":0.2596243976694916,"score_spread":0.2428962747872647,"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."}}