{"id":"W4416000045","doi":"10.5465/amproc.2025.12355abstract","title":"Attending Virtual Academic Conferences: The Roles of Financial Support And Career Stage","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Attendance; Sample (material); Macro; Financial management; Macro level; Financial compensation","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002835337,0.0001984726,0.0002298001,0.0009580275,0.001296675,0.002780606,0.0007772575,0.0005646897,0.009689341],"category_scores_gemma":[0.02236053,0.0001265746,0.0002331619,0.0007718914,0.0008968039,0.0009904215,0.001690521,0.0009134515,0.0003928324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007210071,"about_ca_system_score_gemma":0.001951409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003113364,"about_ca_topic_score_gemma":0.006074346,"domain_scores_codex":[0.9980519,0.001013466,0.00008621402,0.0001149994,0.0002506951,0.0004827811],"domain_scores_gemma":[0.9613527,0.01590163,0.007296753,0.0006314015,0.001266826,0.01355078],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003564077,0.0007238838,0.9640352,0.00005611199,0.00005008001,0.0002111616,0.003424073,0.0002089788,0.0003752531,0.001648627,0.0007569955,0.02815332],"study_design_scores_gemma":[0.00001610211,0.0002789972,0.9875659,0.0000624258,0.00002429152,0.0001375968,0.009112739,0.0005501857,0.0001006838,0.0007218185,0.001414524,0.00001480239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933907,0.0002009071,0.0001352766,0.0006934828,0.00002248314,0.00001201946,0.00003991056,0.000002408047,0.005502914],"genre_scores_gemma":[0.9992477,0.00006246706,0.00007811794,0.00003842825,0.00001455953,0.000005551642,0.00002268054,0.000001465776,0.0005291628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9971647,"threshold_uncertainty_score":0.03241402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03744845413138315,"score_gpt":0.3121193695530779,"score_spread":0.2746709154216948,"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."}}