{"id":"W4289516516","doi":"10.3998/ticker.2930","title":"Models of Innovation","year":2022,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002325136,0.001221498,0.0007542077,0.003068516,0.002115325,0.008030406,0.002069244,0.00509986,0.03736796],"category_scores_gemma":[0.007299785,0.0003740327,0.0014165,0.002690518,0.008678234,0.01027924,0.002908986,0.002689026,0.006058912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004240796,"about_ca_system_score_gemma":0.00262244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00347748,"about_ca_topic_score_gemma":0.002373089,"domain_scores_codex":[0.997719,0.001197633,0.00005713342,0.0003362523,0.0004245832,0.0002653509],"domain_scores_gemma":[0.9958079,0.002214751,0.0003110396,0.0007419333,0.0005609044,0.0003634702],"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":[0.000002240625,0.000005484961,0.00004156338,0.000009360214,0.000002366967,0.000009447519,0.00006091299,0.000444224,0.000008201895,0.9969606,0.0009997754,0.001455964],"study_design_scores_gemma":[0.000006244267,0.000006642413,0.00003650663,0.0000145505,0.000004584412,0.00002566437,0.0001092431,0.001993174,0.00001709459,0.9846288,0.01315407,0.000003295135],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009215509,0.002501907,0.09294873,0.01860943,0.0005290013,0.0001093356,0.0002927338,0.0002143779,0.875579],"genre_scores_gemma":[0.7710016,0.003912794,0.02268044,0.002507524,0.0006934415,0.0005682932,0.0002668523,0.0001328892,0.1982362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03736796,"threshold_uncertainty_score":0.1250083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1529388399930487,"score_gpt":0.3468012498936776,"score_spread":0.1938624099006288,"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."}}