{"id":"W7096811244","doi":"","title":"38Copyright © Canadian Academy of Oriental and Occidental Culture The Research of Regional Collaborative Innovation Mode in China: Based on Principal Component Analysis","year":2012,"lang":"en","type":"article","venue":"","topic":"Freedom of Expression and Defamation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Component (thermodynamics); Mode (computer interface); Principal (computer security); Field (mathematics); Relation (database)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001486588,0.0000536476,0.000118842,0.0005654577,0.0002559879,0.00001698894,0.0001233948,0.00009592258,0.0001539777],"category_scores_gemma":[0.0001550026,0.00003438754,0.00002391197,0.002925641,0.0003693384,0.0001969502,0.00001940549,0.0001712852,0.000001567192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001723428,"about_ca_system_score_gemma":0.0002152224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1140457,"about_ca_topic_score_gemma":0.171141,"domain_scores_codex":[0.9984561,0.0003798775,0.0002180012,0.0001047483,0.0006460141,0.0001952263],"domain_scores_gemma":[0.999449,0.0001298223,0.00009626758,0.00006275185,0.0001692915,0.00009289614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001821033,0.0002702721,0.259131,0.00001062354,0.00005782741,4.591042e-7,0.05878053,0.0009637847,0.002404049,0.6598691,0.01809805,0.0002322325],"study_design_scores_gemma":[0.0007567537,0.00007494968,0.9331885,0.00005417029,0.00002839478,2.032116e-7,0.03024735,0.01560609,0.004344644,0.001408179,0.01414449,0.00014631],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644887,0.0000380273,0.00003549946,0.003968754,0.00003996162,0.0002814838,0.00002386737,0.000004324439,0.03111932],"genre_scores_gemma":[0.9992422,0.00001034548,0.0002323887,0.000160805,0.00004294985,0.000009370508,0.00002491685,0.000002028717,0.0002749672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6740575,"threshold_uncertainty_score":0.8918539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07091873825733025,"score_gpt":0.4130078864660515,"score_spread":0.3420891482087213,"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."}}