{"id":"W2072961867","doi":"10.1109/services.2014.17","title":"Adapting REST To REAST, Building Smarter Interactions for Personal Web Tasking","year":2014,"lang":"en","type":"article","venue":"","topic":"Cognitive Functions and Memory","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Computer science; Representational state transfer; Hypermedia; World Wide Web; The Internet; Task (project management); Web service; Human–computer interaction","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002825364,0.00009502121,0.0001017957,0.0001477869,0.000206625,0.0000348534,0.00005472186,0.00003554968,0.002345466],"category_scores_gemma":[0.0001619572,0.00008986011,0.0000833946,0.000109773,0.00001532089,0.00006942407,0.00003178145,0.000114171,0.0003470203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003172985,"about_ca_system_score_gemma":0.00001451808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007995667,"about_ca_topic_score_gemma":0.0002967313,"domain_scores_codex":[0.9992068,0.00004719082,0.0001494749,0.0002801192,0.00006068013,0.000255745],"domain_scores_gemma":[0.9992659,0.0003772632,0.00003728781,0.0001198921,0.0001066318,0.00009300066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004993503,0.0002994535,0.004236033,0.00002498789,0.0002074535,0.000005402326,0.005441669,0.000008676267,0.05702595,0.04340828,0.1803458,0.7084969],"study_design_scores_gemma":[0.0007413671,0.0002120708,0.01284854,0.00006205379,0.00004216055,0.00005371761,0.004036508,0.003648998,0.0002017457,0.0002201858,0.9777119,0.0002207223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3753995,0.0000112568,0.3663198,0.001883827,0.002696211,0.0003241904,0.00002206778,0.0001346088,0.2532085],"genre_scores_gemma":[0.9613943,1.720415e-7,0.005386011,0.001386859,0.001067274,0.0001521088,0.000007631753,0.00002138229,0.03058428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7973661,"threshold_uncertainty_score":0.9985665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04423069857892117,"score_gpt":0.3548999106086195,"score_spread":0.3106692120296983,"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."}}