{"id":"W169229097","doi":"","title":"Repeatable Experimental Framework for Wellness Indicator Testing/Evaluation: Environmental Setup","year":2012,"lang":"en","type":"article","venue":"International Conference on eHealth, Telemedicine, and Social Medicine","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Visualization; Computer science; Session (web analytics); System testing; Test strategy; Data science; Software engineering; Data mining; World Wide Web; Software","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":[0.0016868,0.0002373214,0.0003334903,0.0001449058,0.0004021176,0.00004568644,0.0005788925,0.0001550486,0.0005786766],"category_scores_gemma":[0.0004432985,0.0001999953,0.00004116063,0.0001180225,0.0003437547,0.0003835372,0.00008788376,0.0003207176,0.00002557435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000231034,"about_ca_system_score_gemma":0.0001498719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007157993,"about_ca_topic_score_gemma":0.000003361462,"domain_scores_codex":[0.9974646,0.000155307,0.0004955554,0.0004687453,0.0009665409,0.000449265],"domain_scores_gemma":[0.9985087,0.0006114109,0.0002493863,0.0002598684,0.0001111851,0.0002594549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002172186,0.0007438771,0.008340652,0.00009302184,0.000105518,0.000004142228,0.03141691,0.000001898247,0.002483774,0.8394256,0.005526318,0.111641],"study_design_scores_gemma":[0.03113088,0.01783274,0.1450425,0.00270493,0.0005414018,0.0003746436,0.08428592,0.1022801,0.02382669,0.4063914,0.1810568,0.004532074],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5567119,0.002031476,0.2832732,0.116011,0.01286879,0.003580948,0.0001569606,0.0004106896,0.02495509],"genre_scores_gemma":[0.988699,0.00004068188,0.005543001,0.003200403,0.002140841,0.000185206,0.00006851315,0.00001434467,0.0001079639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4330342,"threshold_uncertainty_score":0.8155573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1420771471047329,"score_gpt":0.3868880721926132,"score_spread":0.2448109250878804,"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."}}