{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003827177,0.00007260008,0.00008955802,0.00002309092,0.0001194278,0.0001757131,0.0005554762,0.00002866496,0.00004849231],"category_scores_gemma":[0.0000376884,0.00004207821,0.00003722448,0.0001666253,0.00003078633,0.00009000583,0.00004840723,0.0001163191,0.0003014051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001269701,"about_ca_system_score_gemma":0.0001182235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001164244,"about_ca_topic_score_gemma":0.000003088234,"domain_scores_codex":[0.999262,0.00008686105,0.0001285222,0.0001738443,0.0001693934,0.0001793502],"domain_scores_gemma":[0.9993327,0.00006082139,0.00004624722,0.0004367849,0.00006991065,0.00005351329],"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":[1.326268e-7,0.000008002807,0.0006499824,0.000005988949,0.000005613926,0.000007746154,0.0001267748,0.00003229779,0.00001898999,0.9966639,0.001882938,0.0005976509],"study_design_scores_gemma":[0.0008981573,0.0002798696,0.002213502,0.00008718109,0.00003989852,0.0005345182,0.003879021,0.6430628,0.003919253,0.007500363,0.3367954,0.0007900453],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004150589,0.00002142058,0.6242459,0.00653156,0.0003887388,0.00009426961,0.000001077085,0.0004069768,0.3641595],"genre_scores_gemma":[0.9819971,0.000002273001,0.005714554,0.000420951,0.00002561965,0.00000185335,5.232985e-7,0.000003227383,0.0118339],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9891635,"threshold_uncertainty_score":0.3874054,"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."}}