{"id":"W2066930153","doi":"10.1145/964442.964465","title":"What role can adaptive support play in an adaptable system?","year":2004,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002287954,0.0001475643,0.000160002,0.0002556108,0.0001075322,0.0005060739,0.0001497806,0.00008586975,0.0002621608],"category_scores_gemma":[0.000006538907,0.0001334036,0.00002231233,0.0007686441,0.00002412537,0.006521089,0.00004388109,0.0001074795,0.0002211476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008670609,"about_ca_system_score_gemma":0.0000636738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006448179,"about_ca_topic_score_gemma":0.00725794,"domain_scores_codex":[0.9990418,0.000004339,0.0002623247,0.0002505488,0.0001673887,0.0002735957],"domain_scores_gemma":[0.9995182,0.000003953644,0.0001081199,0.0001764203,0.0001840215,0.000009245988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007028508,0.0001713275,0.008133944,0.0001038574,0.00001106421,0.00003851362,0.0001584525,0.005159846,0.001205712,0.9822381,0.0003012533,0.002407615],"study_design_scores_gemma":[0.0192964,0.0005631379,0.5012453,0.002982987,0.0002710448,0.00007973996,0.2094385,0.07564836,0.01160794,0.09089038,0.08190681,0.006069378],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8676962,0.0000483103,0.0009693312,0.001482823,0.0009932084,0.0004194844,0.000001803459,0.0003385967,0.1280502],"genre_scores_gemma":[0.9978517,0.00000291369,0.000170749,0.00107062,0.0004058686,0.00002449426,0.00007828449,0.0000191818,0.0003761562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8913478,"threshold_uncertainty_score":0.9747761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02285762894621914,"score_gpt":0.2186344277892424,"score_spread":0.1957767988430232,"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."}}