{"id":"W3138479461","doi":"10.1145/3248964","title":"Session details: Practice, patterns, and models","year":2010,"lang":"en","type":"article","venue":"International Conference on Supporting Group Work","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Session (web analytics); Computer science; World Wide Web","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":[0.00056022,0.0002002274,0.0001839444,0.0002600241,0.000185862,0.0008131887,0.0003307371,0.0001007746,0.0006257682],"category_scores_gemma":[0.000389651,0.0001756927,0.00006286169,0.0002423974,0.00004488623,0.001917063,0.0001732013,0.000396885,0.0001112062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000104459,"about_ca_system_score_gemma":0.00002102063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000297209,"about_ca_topic_score_gemma":0.00007784969,"domain_scores_codex":[0.9984714,0.000008613963,0.0003924745,0.0004219325,0.0004585439,0.0002470045],"domain_scores_gemma":[0.9986641,0.00006540433,0.0004818305,0.000198342,0.0005652626,0.00002504031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000328221,0.0005082454,0.1260655,0.000166956,0.0002008562,0.00009351823,0.0002254571,0.001103531,0.001969387,0.6051656,0.001292997,0.2628797],"study_design_scores_gemma":[0.001497469,0.00002909702,0.01516909,0.0009271158,0.0002820721,0.00003150785,0.002147249,0.8470511,0.00009403125,0.103485,0.02788401,0.001402251],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8996056,0.00002041623,0.02749925,0.01088264,0.00131761,0.0001390913,0.000005399259,0.0002612883,0.06026868],"genre_scores_gemma":[0.995258,0.0000256697,0.001080411,0.002281384,0.000926342,0.00002034633,0.00008064984,0.00002550994,0.0003016971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8459476,"threshold_uncertainty_score":0.7841597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03879818612602304,"score_gpt":0.2968961125435997,"score_spread":0.2580979264175766,"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."}}