{"id":"W4235930020","doi":"10.22215/timreview803","title":"TIM Lecture Series – Insights on Innovation","year":2014,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Technology transfer; Series (stratigraphy); Management; Knowledge transfer; Library science; Engineering management; Political science; Knowledge management; Engineering; Computer science; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002914207,0.0004112913,0.0003962089,0.002224762,0.001391767,0.007819684,0.0008693305,0.002482231,0.05894567],"category_scores_gemma":[0.008552373,0.0001650733,0.0003385991,0.003168558,0.001037793,0.005407779,0.002069317,0.002560601,0.02171569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005828195,"about_ca_system_score_gemma":0.005675958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003046612,"about_ca_topic_score_gemma":0.00651361,"domain_scores_codex":[0.9981001,0.0004366193,0.00007620769,0.00009705862,0.0009409115,0.0003491397],"domain_scores_gemma":[0.995769,0.001253594,0.0003083944,0.0001780851,0.001302509,0.00118833],"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":[0.00003676091,0.00004681844,0.0001895043,0.0002928029,0.000005410735,0.00009575605,0.0006342659,0.000132465,0.000219587,0.07961345,0.8206698,0.09806338],"study_design_scores_gemma":[0.00000278035,0.00001940274,0.0004079828,0.0002247282,0.000002953956,0.00005854256,0.0004463546,0.0000649038,0.0000862481,0.008072511,0.9906093,0.000004265685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.003408681,0.10072,0.002897937,0.1442695,0.02754311,0.00007227509,0.0006663964,0.0002208437,0.7202012],"genre_scores_gemma":[0.1005915,0.1463192,0.00336815,0.01892388,0.0175672,0.0001875104,0.001186437,0.0002718913,0.7115843],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05894567,"threshold_uncertainty_score":0.1971929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562211524252706,"score_gpt":0.2463084822850539,"score_spread":0.2306863670425269,"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."}}