{"id":"W7010667256","doi":"","title":"Innovation cycles impacting network effects on R&D cooperation project’s value creation","year":2014,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Fusible alloy; Proteogenomics; Hyporeflexia; Diafiltration; Articular cartilage damage","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":[0.002371964,0.0001007391,0.0001182793,0.00140867,0.0005757961,0.0002129486,0.0001852828,0.00006833929,0.00003384323],"category_scores_gemma":[0.0007627225,0.000108496,0.00003234609,0.002230207,0.00005204587,0.002634346,0.0001446899,0.0001932608,0.0004791564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407394,"about_ca_system_score_gemma":0.00003768008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003345814,"about_ca_topic_score_gemma":0.00005044958,"domain_scores_codex":[0.9987702,0.00007099975,0.0002575885,0.0001185076,0.0005226224,0.0002600413],"domain_scores_gemma":[0.9979935,0.0001060292,0.0003107121,0.0001860625,0.00139551,0.00000818644],"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":[0.0001712863,0.00004688539,0.00129627,0.0004382985,0.00002257039,2.516791e-7,0.0003833608,0.001396925,0.0002218267,0.9148067,0.02678592,0.05442973],"study_design_scores_gemma":[0.002285337,0.0001490681,0.01013693,0.0004811915,0.00003084272,4.028975e-7,0.002359321,0.1146893,0.0004981176,0.005211852,0.8638074,0.0003501892],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2128925,0.000003832405,0.03375063,0.001432327,0.0004539691,0.001268118,0.000002171628,0.0001807794,0.7500157],"genre_scores_gemma":[0.9973165,0.000006112198,0.0006388784,0.0004534625,0.0005338488,0.000002004429,0.0004165494,0.000007223683,0.0006254279],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9095948,"threshold_uncertainty_score":0.6158746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04672726132855341,"score_gpt":0.3009898761693793,"score_spread":0.2542626148408259,"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."}}