{"id":"W7135780568","doi":"","title":"Managing open and user innovation by projects: Sensing, seizing and transforming","year":2021,"lang":"en","type":"article","venue":"WU Research","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Context (archaeology); Key (lock); Government (linguistics); Innovation management; Open innovation","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":[0.002319944,0.00009165447,0.0001286587,0.0003531364,0.0006947112,0.0005850126,0.0001544329,0.0001006193,0.00002060252],"category_scores_gemma":[0.00029087,0.00009242941,0.00000688366,0.002031469,0.0001922753,0.0007931051,0.000787472,0.0003837342,0.000008270197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003934771,"about_ca_system_score_gemma":0.00005464172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002008277,"about_ca_topic_score_gemma":0.0000389933,"domain_scores_codex":[0.9988986,0.00003206738,0.0001853973,0.0003324223,0.0002365734,0.000314927],"domain_scores_gemma":[0.9993111,0.00004515021,0.00004555571,0.0001198365,0.0004732103,0.000005184546],"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":[0.00003214323,0.00004934802,0.01730674,0.0003882535,0.00006135465,0.00005961257,0.001143872,1.908291e-7,0.01199685,0.6932004,0.01144964,0.2643116],"study_design_scores_gemma":[0.002183372,0.00003151896,0.01156161,0.0004703692,0.00002703091,0.00003056487,0.03763045,0.002405496,0.03245332,0.1656493,0.7466817,0.0008753453],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8909172,0.0002391618,0.002450209,0.009909359,0.00008243652,0.0005906688,0.000001108135,0.00007856476,0.0957313],"genre_scores_gemma":[0.9937885,0.00007554299,0.00283692,0.0009176845,0.0001202917,0.0000258806,0.00003916943,0.00002116493,0.002174777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.735232,"threshold_uncertainty_score":0.564129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1240761145181728,"score_gpt":0.3590710977729029,"score_spread":0.2349949832547301,"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."}}