{"id":"W7073619805","doi":"","title":"Measuring the User Engagement Process","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"User engagement; Process (computing); Set (abstract data type); Component (thermodynamics); Order (exchange); Quality (philosophy); Public engagement; Outcome (game theory)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01106446,0.0005312099,0.0004548556,0.002536264,0.001197605,0.00285379,0.0006188647,0.001179954,0.002639154],"category_scores_gemma":[0.05043888,0.0002774754,0.000644911,0.001863617,0.0008212825,0.003044523,0.003091843,0.001174776,0.000887454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009216971,"about_ca_system_score_gemma":0.0008568884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008219143,"about_ca_topic_score_gemma":0.0007757912,"domain_scores_codex":[0.9813389,0.009461661,0.001801454,0.001081711,0.005540208,0.0007761444],"domain_scores_gemma":[0.9484904,0.0312508,0.00581883,0.003069321,0.009626962,0.00174363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001097508,0.001923985,0.5549256,0.001760833,0.0003684583,0.0003046925,0.08407718,0.002673079,0.02909997,0.009485832,0.002597079,0.3116859],"study_design_scores_gemma":[0.0001526309,0.005783665,0.8293312,0.0005435876,0.0003190291,0.0009207771,0.06145997,0.02579773,0.02941432,0.01156327,0.03438001,0.0003337738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9228927,0.0002982792,0.0504319,0.000351662,0.00004402112,0.001609233,0.0005532235,0.0002119221,0.0236071],"genre_scores_gemma":[0.9791662,0.0001663665,0.0170682,0.00008766989,0.00001727125,0.001252291,0.0003159349,0.0000236517,0.00190238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01106446,"threshold_uncertainty_score":0.05851513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140319956069223,"score_gpt":0.1619611115264259,"score_spread":0.1505579119657336,"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."}}