{"id":"W4225845650","doi":"10.2139/ssrn.4070797","title":"What are the Characteristics of Highly-Selected Packages? A Case Study on the NPM Ecosystem","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Software Engineering Research","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Ecosystem; Environmental science; Environmental resource management; Ecology; Biology","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":[0.002905577,0.0002350959,0.0002851947,0.00124283,0.002260361,0.002476754,0.0009393776,0.001621295,0.002408491],"category_scores_gemma":[0.01109832,0.0001904622,0.0003342971,0.002404677,0.001363482,0.002912001,0.001905963,0.000670484,0.0003641085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001777563,"about_ca_system_score_gemma":0.001602322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00750496,"about_ca_topic_score_gemma":0.01674534,"domain_scores_codex":[0.9979934,0.0009227028,0.00006018459,0.000180428,0.0005010377,0.0003423812],"domain_scores_gemma":[0.993604,0.003651308,0.0008047627,0.0004288529,0.0008649069,0.0006462735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006746965,0.001693939,0.5701786,0.0004534989,0.00007440048,0.03655241,0.07892773,0.006037182,0.0132658,0.02945115,0.00697994,0.2557107],"study_design_scores_gemma":[0.00009553954,0.001225138,0.627903,0.0004838927,0.0001718864,0.02472505,0.1853588,0.04657699,0.007741951,0.02350486,0.08203209,0.0001806586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894305,0.00007258639,0.003118492,0.0005845227,0.000005153067,0.00004380069,0.00005446911,0.00003082331,0.006659521],"genre_scores_gemma":[0.9938391,0.00007592013,0.003825442,0.00009197136,0.000005718389,0.00002289069,0.00006304189,0.00002813745,0.002047883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00750496,"threshold_uncertainty_score":0.01536638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476396848041186,"score_gpt":0.2491840362097077,"score_spread":0.2344200677292959,"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."}}