{"id":"W2002438818","doi":"10.4018/joeuc.2011040103","title":"In or Out","year":2011,"lang":"en","type":"article","venue":"Journal of Organizational and End User Computing","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Acadia University","funders":"","keywords":"Knowledge management; Reuse; Work (physics); Competitive advantage; Knowledge value chain; Computer science; Business; Test (biology); Organizational learning; Marketing; Engineering","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":[0.000963849,0.0006757012,0.0005097288,0.001691628,0.002696261,0.006052035,0.0008834304,0.001356879,0.4811258],"category_scores_gemma":[0.003763851,0.0002203156,0.0006933279,0.001257692,0.0008976716,0.004136368,0.003829495,0.001525502,0.206729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009846714,"about_ca_system_score_gemma":0.001688052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004721517,"about_ca_topic_score_gemma":0.005776091,"domain_scores_codex":[0.9988355,0.0002108151,0.00007211128,0.0002299652,0.0003674529,0.0002841073],"domain_scores_gemma":[0.9982094,0.0002770147,0.0001621594,0.0003004418,0.0005384731,0.0005125545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004033495,0.0002542529,0.01057211,0.000635136,0.00005751018,0.001598211,0.004994198,0.0002224516,0.003790217,0.08354178,0.4482325,0.4456982],"study_design_scores_gemma":[0.00001469171,0.00005948276,0.003126933,0.0001708114,0.00001928196,0.0004221841,0.002915092,0.0001127497,0.0006647176,0.006878912,0.9855994,0.00001569987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01179626,0.001158194,0.002307682,0.003684262,0.003206647,0.0001348657,0.001535679,0.0005926524,0.9755837],"genre_scores_gemma":[0.1062669,0.002000361,0.002295594,0.004609419,0.0007350051,0.0001343199,0.002527557,0.0005147585,0.8809161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4811258,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06497695728723071,"score_gpt":0.2995766427096894,"score_spread":0.2345996854224587,"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."}}