{"id":"W2267306536","doi":"","title":"User Innovation and European Manufacturing Industries: Scenarios, Roadmaps and Policy Recommendations","year":2009,"lang":"en","type":"article","venue":"","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"User innovation; Open innovation; Business; Relevance (law); Marketing; Diversity (politics); Industrial organization; Empowerment; Business model; European union; Product innovation; Economics; Economic growth; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.007264211,0.001436005,0.001231348,0.00461753,0.001677037,0.01041134,0.003482188,0.01733076,0.03143935],"category_scores_gemma":[0.009132711,0.0005136925,0.001821468,0.005980849,0.002351005,0.01756074,0.005863771,0.003744266,0.00296908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008389858,"about_ca_system_score_gemma":0.009029939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02266192,"about_ca_topic_score_gemma":0.0144596,"domain_scores_codex":[0.9949501,0.002521341,0.0002869326,0.0003704254,0.0006416975,0.001229567],"domain_scores_gemma":[0.9905664,0.006634837,0.0004612604,0.0002310677,0.001172649,0.0009336679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006482691,0.0007900367,0.005505014,0.003174572,0.0001048792,0.001836935,0.001359576,0.02674264,0.0004506852,0.7112593,0.1105346,0.1375935],"study_design_scores_gemma":[0.0001776881,0.0003447022,0.005599994,0.009292079,0.0001387321,0.0007400326,0.02138474,0.01707527,0.0008306243,0.4831993,0.460986,0.0002309151],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03790651,0.1973744,0.01836694,0.3959403,0.003507756,0.0005234435,0.002767581,0.0007971275,0.3428159],"genre_scores_gemma":[0.6403067,0.2167073,0.033062,0.04934049,0.0009686167,0.001844734,0.00380092,0.0001298241,0.05383942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03143935,"threshold_uncertainty_score":0.1051751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02877419791870767,"score_gpt":0.25422794267854,"score_spread":0.2254537447598324,"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."}}