{"id":"W2097515257","doi":"10.17705/1cais.01908","title":"Developments in Practice XXV: Strategic Experimentation with IT","year":2007,"lang":"en","type":"article","venue":"Communications of the Association for Information Systems","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Realm; Mainstream; Face (sociological concept); Focus (optics); Strategic planning; Knowledge management; Business; Process management; Strategic management; Underpinning; Service (business); Innovation management; Product innovation; New product development; Product (mathematics); Engineering; Marketing; Computer science; Sociology; Political 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":[0.002535993,0.00008672117,0.0001183564,0.000365342,0.0002490692,0.0002184605,0.0007018466,0.00005803084,6.627576e-7],"category_scores_gemma":[0.0004140588,0.00007275472,0.0000338912,0.001024771,0.00002279301,0.002135446,0.0002064169,0.00008839478,0.00005951483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003495923,"about_ca_system_score_gemma":0.00004492009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001327761,"about_ca_topic_score_gemma":0.0002060069,"domain_scores_codex":[0.9986616,0.00002772552,0.0007417214,0.0000638886,0.000355745,0.0001492699],"domain_scores_gemma":[0.9963608,0.0001937191,0.001524813,0.0006259982,0.001289656,0.000005018132],"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":[0.0000365264,0.00006732313,0.009199545,0.00007500822,0.00004206838,1.413482e-8,0.0007667069,0.0001212053,0.00002149497,0.9887046,0.0006116821,0.0003538401],"study_design_scores_gemma":[0.001875358,0.00001277608,0.01365109,0.0001446422,0.0000577173,6.708193e-7,0.04509344,0.001927574,0.000119642,0.0003607284,0.9365371,0.0002192878],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001809951,0.00002908154,0.0005086163,0.00145073,0.0003894668,0.001215817,0.000004452759,0.00004239311,0.9945495],"genre_scores_gemma":[0.9968081,0.000004581059,0.001364061,0.00104609,0.00004704947,0.0001401499,0.0001692809,0.000007239395,0.000413445],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9949982,"threshold_uncertainty_score":0.2966851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04595688017132286,"score_gpt":0.3028997140192553,"score_spread":0.2569428338479324,"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."}}