{"id":"W4416003676","doi":"10.5465/amproc.2025.11267symposium","title":"Female Sponsorship in the Face of Derailment – Next Steps","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Conversation; Face (sociological concept); Derailment; Session (web analytics); Key (lock); Resource (disambiguation); Scholarship","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":[0.009337681,0.0003313001,0.0004125103,0.0006396397,0.01428349,0.009536874,0.00142021,0.007865115,0.01627911],"category_scores_gemma":[0.0163468,0.0003421991,0.0004097477,0.0004738209,0.006735199,0.01142548,0.009291094,0.01135434,0.002233998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00341267,"about_ca_system_score_gemma":0.005124949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003973636,"about_ca_topic_score_gemma":0.01265509,"domain_scores_codex":[0.9951566,0.002653725,0.00009588085,0.000217208,0.000501061,0.001375437],"domain_scores_gemma":[0.9841102,0.003905607,0.001242893,0.0004148833,0.001067455,0.00925891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002418522,0.0004293692,0.02383441,0.0002770352,0.00003188898,0.009145767,0.3618162,0.0001369403,0.001498555,0.08270252,0.233029,0.2868567],"study_design_scores_gemma":[0.00001263836,0.0001199477,0.007408189,0.0005650949,0.000007621113,0.003813383,0.6565305,0.0001313283,0.0002519532,0.02743038,0.3036744,0.00005457152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08016356,0.007510843,0.001196447,0.8648793,0.005305831,0.00003162786,0.00003786998,0.00004844352,0.04082616],"genre_scores_gemma":[0.8903853,0.008470098,0.002249843,0.05777714,0.006354139,0.0001028737,0.00006168247,0.00008340839,0.03451546],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01627911,"threshold_uncertainty_score":0.05445904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05356373053915817,"score_gpt":0.2924180304849083,"score_spread":0.2388542999457502,"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."}}