{"id":"W4232467071","doi":"10.36227/techrxiv.12093969","title":"Stock Watcher Application using Google Web Toolkit","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Decision Support System Applications","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Ajax; Computer science; Java; JavaScript; World Wide Web; Stock (firearms); Web application; Programming language; Web site; Database; Operating system; The Internet; Geography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003702717,0.0003991383,0.0005000501,0.0002591406,0.0001734774,0.0005178713,0.0009132738,0.0003279087,0.004457374],"category_scores_gemma":[0.00006914028,0.0003829961,0.0002266247,0.0006015199,0.00003459153,0.0004878257,0.002101928,0.0003945263,0.01966446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001174732,"about_ca_system_score_gemma":0.0001282261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008649737,"about_ca_topic_score_gemma":0.00007681606,"domain_scores_codex":[0.9973547,0.00001042606,0.0007692337,0.0009888334,0.0005743217,0.0003024387],"domain_scores_gemma":[0.9976681,0.00003869935,0.0006696967,0.001233134,0.0003580997,0.0000322937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005754303,0.0004558725,0.01764453,0.002103393,0.0003190459,0.00001924775,0.0001206543,0.0007931902,0.0147846,0.03529346,0.9046534,0.02375506],"study_design_scores_gemma":[0.0002796784,0.000001728953,0.001393607,0.00009463786,0.0001727978,0.000002471672,0.0001213293,0.08446114,0.00004343393,0.0206907,0.8920468,0.0006916483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03234125,0.0001243466,0.3143401,0.008466285,0.001204634,0.004129158,0.00004156433,0.001642385,0.6377103],"genre_scores_gemma":[0.9715576,0.000005741794,0.008818818,0.003938157,0.003923043,0.0007801772,0.0004154148,0.0001614812,0.0103996],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9392163,"threshold_uncertainty_score":0.9998622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09351123744420514,"score_gpt":0.3056920556445737,"score_spread":0.2121808182003685,"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."}}