{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004662953,0.0006285803,0.0005346528,0.001082539,0.001156046,0.008023853,0.001683804,0.00408993,0.008882632],"category_scores_gemma":[0.02761372,0.0005859667,0.0005677387,0.0007835146,0.003692992,0.02240705,0.002834952,0.001438015,0.001968994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009177515,"about_ca_system_score_gemma":0.00104638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002036681,"about_ca_topic_score_gemma":0.0009229783,"domain_scores_codex":[0.9968727,0.001405914,0.0001193453,0.0004025627,0.0007475924,0.0004518666],"domain_scores_gemma":[0.9902804,0.005264533,0.0008469884,0.001397544,0.0008974709,0.001313093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008530305,0.0009693912,0.03906627,0.001319019,0.0001864444,0.00186876,0.02082486,0.02252696,0.01767986,0.5047708,0.01056217,0.3793724],"study_design_scores_gemma":[0.0003228154,0.001315888,0.02353798,0.001179473,0.0002682948,0.001910158,0.02073419,0.1431146,0.01157355,0.660358,0.1353377,0.0003473472],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5517364,0.002753211,0.2126598,0.04601944,0.0004307048,0.0004557952,0.0001807649,0.002618198,0.1831457],"genre_scores_gemma":[0.9661726,0.0006631131,0.02694198,0.0007083545,0.0001148921,0.0001168674,0.00004407424,0.0001034822,0.005134529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008882632,"threshold_uncertainty_score":0.02971542,"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."}}