{"id":"W2109686624","doi":"10.1109/ideas.2003.1214968","title":"ConfSys: the CINDI conference support system","year":2003,"lang":"en","type":"article","venue":"","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Université du Québec à Montréal","keywords":"Computer science; Download; World Wide Web; The Internet; Set (abstract data type); Operations research; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004073328,0.002223189,0.001248199,0.004730892,0.00154322,0.006270301,0.006048178,0.00156893,0.1692626],"category_scores_gemma":[0.01438325,0.001002865,0.0007461082,0.004638065,0.0004091973,0.004869922,0.005380504,0.002100701,0.1225233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002492162,"about_ca_system_score_gemma":0.002846684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006483587,"about_ca_topic_score_gemma":0.006957757,"domain_scores_codex":[0.9975878,0.0004520575,0.0003096122,0.0004402894,0.0009318696,0.0002784107],"domain_scores_gemma":[0.9889392,0.002199303,0.0006272661,0.002821278,0.002846957,0.002566006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005417361,0.00004688762,0.0005376574,0.0002888515,0.00002641242,0.0001047732,0.0001546305,0.0003746666,0.001172404,0.00183905,0.9290721,0.06584086],"study_design_scores_gemma":[0.0004343458,0.00008915287,0.002290897,0.00009626834,0.0000308388,0.000207064,0.0001968999,0.009585979,0.004618202,0.004921822,0.9773356,0.0001930065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.00562287,0.001461792,0.05947343,0.002124359,0.002288233,0.001546806,0.1079171,0.6799442,0.1396211],"genre_scores_gemma":[0.09785883,0.002587279,0.1148242,0.003411856,0.003513646,0.005834211,0.4459666,0.0861855,0.2398179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1692626,"threshold_uncertainty_score":0.56624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01724094534912521,"score_gpt":0.2395337936213905,"score_spread":0.2222928482722653,"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."}}