{"id":"W2037160495","doi":"10.1145/1102107.1102110","title":"Open source application spaces","year":2005,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Open source; Software engineering; Open source software; Computer science; Software; Engineering; Engineering management; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.000306714,0.000210608,0.0002162182,0.0000834915,0.0001247409,0.0006201608,0.003564973,0.00008524234,0.000007443773],"category_scores_gemma":[0.01065575,0.0002136226,0.00005950858,0.0003978158,0.00001221775,0.0006106994,0.001276647,0.0001532794,0.0002567464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005332652,"about_ca_system_score_gemma":0.00003987664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007693211,"about_ca_topic_score_gemma":0.0000039385,"domain_scores_codex":[0.9986892,0.00002192722,0.0002505418,0.0004586793,0.000223,0.0003566824],"domain_scores_gemma":[0.9913321,0.007237662,0.00009636195,0.00114279,0.00006693881,0.0001241964],"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":[0.00000951548,0.0002121322,0.1613959,0.000191074,0.0001053913,0.000011797,0.002317545,0.3991763,0.002335921,0.01793541,0.01002452,0.4062845],"study_design_scores_gemma":[0.0007571978,0.00009457899,0.0443176,0.0001924775,0.00001637356,0.00007718376,0.0000120082,0.1319664,0.00328011,0.0001618726,0.8179419,0.001182331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02666159,0.0003075165,0.9701813,0.0009279025,0.0002354958,0.0002488829,0.000005087753,0.001409103,0.00002308885],"genre_scores_gemma":[0.8077413,0.000002643154,0.1916527,0.0001401151,0.0002455233,0.00003941405,0.00001851438,0.00002168501,0.0001380825],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8079174,"threshold_uncertainty_score":0.9976779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01463296876099901,"score_gpt":0.2441299958261109,"score_spread":0.2294970270651119,"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."}}