{"id":"W4221061314","doi":"10.1145/3517207.3526984","title":"Apache submarine","year":2022,"lang":"en","type":"article","venue":"","topic":"Data Stream Mining Techniques","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Software portability; Computer science; Submarine; Productivity; Software engineering; Data science; World Wide Web; Engineering management; Engineering; 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":[0.003664351,0.002142807,0.001322077,0.001961736,0.0008075744,0.002825837,0.003394889,0.001049815,0.07183767],"category_scores_gemma":[0.007800776,0.001406312,0.001392542,0.001455701,0.001146916,0.005886664,0.004815032,0.003106321,0.06889429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008578562,"about_ca_system_score_gemma":0.002392077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003748669,"about_ca_topic_score_gemma":0.002068249,"domain_scores_codex":[0.9979486,0.0002762691,0.0001440003,0.0005036265,0.000753734,0.0003737879],"domain_scores_gemma":[0.9961282,0.0008025286,0.000181536,0.001701982,0.000749817,0.0004359676],"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":[0.001726501,0.0002668368,0.003439506,0.001143507,0.0002212648,0.0004022613,0.0005166235,0.002323822,0.006848482,0.01885348,0.8352547,0.129003],"study_design_scores_gemma":[0.0007757329,0.00022461,0.006433472,0.0003070673,0.0001193777,0.0004767866,0.0001565089,0.04269362,0.02015332,0.03258353,0.8958147,0.0002613084],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.004864808,0.0006827608,0.08840428,0.0005200981,0.0004720613,0.0007045935,0.0133172,0.8503741,0.04066004],"genre_scores_gemma":[0.2160656,0.002244168,0.1757303,0.00327997,0.001030457,0.003564545,0.1565782,0.3072295,0.1342772],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07183767,"threshold_uncertainty_score":0.2403209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01693454659448132,"score_gpt":0.2369841118802054,"score_spread":0.220049565285724,"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."}}