{"id":"W3150619302","doi":"10.1109/msr.2012.6224307","title":"Mining challenge 2012: The Android platform","year":2012,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Android (operating system); Computer science; Data science; Android application; Software; World Wide Web; Android app; Operating system","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":[0.01229016,0.001687068,0.00191219,0.004468327,0.003126718,0.00546854,0.003052177,0.004492202,0.006012708],"category_scores_gemma":[0.04525047,0.0009332707,0.001601172,0.004099143,0.001282661,0.006005639,0.005940205,0.004457313,0.007826001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001902028,"about_ca_system_score_gemma":0.005241481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01876434,"about_ca_topic_score_gemma":0.02724115,"domain_scores_codex":[0.9813901,0.003566919,0.001270869,0.002382534,0.01012191,0.001267693],"domain_scores_gemma":[0.9628354,0.01201192,0.002086949,0.007971374,0.01187709,0.003217323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006115736,0.0003975625,0.007931789,0.0008991698,0.0001226234,0.0005687175,0.0007260147,0.001299293,0.002432014,0.004931754,0.8961368,0.08394278],"study_design_scores_gemma":[0.0003762439,0.0005339152,0.03688921,0.0004125557,0.0001078843,0.001209092,0.001463118,0.0222713,0.008482962,0.008283962,0.919772,0.0001976476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2779979,0.02330249,0.05892428,0.1396958,0.01981539,0.003964211,0.3101973,0.05857144,0.1075312],"genre_scores_gemma":[0.3156506,0.005429258,0.07335573,0.01031317,0.004754642,0.002918643,0.5044967,0.007042151,0.07603917],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01876434,"threshold_uncertainty_score":0.06499738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0470146614936186,"score_gpt":0.2776999571232932,"score_spread":0.2306852956296745,"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."}}