{"id":"W4409134358","doi":"10.2139/ssrn.5128510","title":"Prioritizing App Reviews for Developer Responses on Google Play","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Digital Games and Media","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"World Wide Web; Computer science; Information retrieval","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":[0.006826657,0.001275473,0.0009643689,0.01445035,0.001361218,0.003879588,0.0007067669,0.00129597,0.005829995],"category_scores_gemma":[0.05319819,0.0003721135,0.0009318503,0.004048379,0.0002564594,0.002343709,0.001337516,0.0008810809,0.004115482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007588558,"about_ca_system_score_gemma":0.002825071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007266711,"about_ca_topic_score_gemma":0.03090971,"domain_scores_codex":[0.9890625,0.003355572,0.001056819,0.001163418,0.004560814,0.0008009323],"domain_scores_gemma":[0.9129138,0.05329192,0.007558402,0.001266785,0.02171907,0.003249923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003401458,0.0006780295,0.2808596,0.006077221,0.0005691271,0.001548962,0.00404281,0.001199514,0.04087442,0.001546589,0.134879,0.5243233],"study_design_scores_gemma":[0.0003173541,0.002832157,0.7079826,0.002726266,0.002102896,0.004188146,0.02176087,0.05281371,0.04222238,0.00544834,0.1571437,0.0004616026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8753388,0.009671168,0.03264974,0.004719532,0.002534081,0.003817425,0.01859434,0.005857705,0.04681725],"genre_scores_gemma":[0.889627,0.00206011,0.06686737,0.00114303,0.001160987,0.00137501,0.01403993,0.0008559224,0.02287055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01445035,"threshold_uncertainty_score":0.03610325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02489930157669076,"score_gpt":0.3452111896525881,"score_spread":0.3203118880758973,"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."}}