{"id":"W4250998007","doi":"10.1007/978-1-4614-6170-8_100970","title":"User Action","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Digital Innovation in Industries","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Action (physics); Computer science; Physics","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":[0.001917551,0.0009449638,0.0005380436,0.001703077,0.002847826,0.007923374,0.001238313,0.002557306,0.1895169],"category_scores_gemma":[0.004166513,0.0003781098,0.0005986711,0.001263433,0.003104982,0.007645653,0.005506712,0.002406333,0.06695008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001608184,"about_ca_system_score_gemma":0.0019376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00297284,"about_ca_topic_score_gemma":0.004248206,"domain_scores_codex":[0.9974555,0.0008424144,0.00007092416,0.0003504466,0.0009460561,0.0003346811],"domain_scores_gemma":[0.9981924,0.0005131805,0.00005354588,0.000580724,0.0004578299,0.0002022565],"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":[0.00003466926,0.00005377429,0.0003383868,0.0001494848,0.000007087935,0.0001361822,0.006513466,0.0001016378,0.00106845,0.6090313,0.2021663,0.1803993],"study_design_scores_gemma":[0.00000252521,0.00001169123,0.0001719148,0.00008742912,0.000004013299,0.000130109,0.0009921498,0.0001395013,0.0005211069,0.02763138,0.9702993,0.000008856772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008313085,0.0003934551,0.00317681,0.001101736,0.0002935392,0.00002933971,0.00005499759,0.0002125564,0.9939063],"genre_scores_gemma":[0.02729296,0.0005320912,0.00134908,0.001375616,0.0001253667,0.00009310669,0.0001140731,0.0002036832,0.9689141],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1895169,"threshold_uncertainty_score":0.6339973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06506124306713373,"score_gpt":0.2422477010511296,"score_spread":0.1771864579839959,"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."}}