{"id":"W4385197186","doi":"10.5465/amproc.2023.18853abstract","title":"The Emergence of Innovation Intermediaries","year":2023,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Intermediary; Business; Function (biology); Industrial organization; Order (exchange); Bridge (graph theory); Marketing; Cell biology; Biology","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":[0.005801423,0.0003620129,0.0004889092,0.003123934,0.004015748,0.00945622,0.001270211,0.002452498,0.007026738],"category_scores_gemma":[0.01016757,0.0005210214,0.0007641384,0.002022414,0.01001589,0.01279955,0.009531679,0.003211617,0.001141525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005898843,"about_ca_system_score_gemma":0.004590313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003774013,"about_ca_topic_score_gemma":0.002992743,"domain_scores_codex":[0.9967859,0.001213888,0.0001600242,0.0004960693,0.0005607885,0.0007833234],"domain_scores_gemma":[0.9856408,0.007109869,0.002294304,0.001698865,0.001409162,0.001847163],"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":[0.00008312646,0.00007758397,0.01579879,0.000141374,0.0000176113,0.001529353,0.01716612,0.001509027,0.0009966963,0.9359701,0.00105483,0.02565534],"study_design_scores_gemma":[0.00009110468,0.0003154443,0.04033522,0.001288718,0.0001282458,0.003763497,0.04031375,0.02575307,0.00448646,0.6557871,0.2275736,0.0001638158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6247091,0.003399711,0.05509209,0.01105899,0.0001626934,0.0002893608,0.000226069,0.0002058847,0.3048562],"genre_scores_gemma":[0.9868804,0.0006750022,0.004621834,0.0001567282,0.00003709401,0.00004312611,0.00003703911,0.00001882492,0.007529996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00945622,"threshold_uncertainty_score":0.04279935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03476275157053395,"score_gpt":0.2538227320151931,"score_spread":0.2190599804446592,"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."}}