{"id":"W2603298323","doi":"","title":"Towards Experience Management for Very Small Entities","year":2011,"lang":"en","type":"preprint","venue":"Espace ÉTS (ETS)","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Information security management system; Engineering management; Information Technology Infrastructure Library; Process (computing); Engineering; ITIL security management; Software engineering; Process management; Computer science; Knowledge management; Information technology; Information security; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004182124,0.0003663871,0.0003167512,0.0002151122,0.0001040539,0.0004651053,0.002259269,0.0002289666,0.00004101473],"category_scores_gemma":[0.00008715027,0.0003731497,0.0001983003,0.0001448666,0.00004539186,0.0003729992,0.002587596,0.0003590456,0.00003074212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008794835,"about_ca_system_score_gemma":0.00007131243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000147447,"about_ca_topic_score_gemma":0.00001241017,"domain_scores_codex":[0.9982026,0.00004260402,0.0002546571,0.0007978764,0.0002765667,0.0004257421],"domain_scores_gemma":[0.9979797,0.000138992,0.0002159448,0.00146589,0.00009242605,0.0001070509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001432984,0.0003996904,0.0004074307,0.003256296,0.0006312224,0.0002721848,0.0345993,0.001872655,0.00007578448,0.7271266,0.04713752,0.184078],"study_design_scores_gemma":[0.0005314666,0.0002935638,0.001979355,0.0008457428,0.0001284129,0.00003085053,0.0004283999,0.01128128,0.01008102,0.07102825,0.9011902,0.002181458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003177418,0.0007133256,0.9835846,0.0005243579,0.003195033,0.0007250565,0.00001071564,0.001374557,0.006694913],"genre_scores_gemma":[0.07696028,0.0007908928,0.9151118,0.0002589925,0.000262325,0.001183652,0.00001336293,0.00005392212,0.005364793],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8540527,"threshold_uncertainty_score":0.999872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03988131092906635,"score_gpt":0.2794832647269971,"score_spread":0.2396019537979307,"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."}}