{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009162897,0.0002206512,0.000291429,0.001770091,0.001727737,0.002795191,0.0002929368,0.0001866654,0.03072142],"category_scores_gemma":[0.001998861,0.00008959122,0.0003128859,0.004695189,0.001193545,0.0007352452,0.0006237301,0.0002926892,0.001268608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004667348,"about_ca_system_score_gemma":0.0145958,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.57422,"about_ca_topic_score_gemma":0.6238961,"domain_scores_codex":[0.9995794,0.00007478923,0.00002710361,0.00006063621,0.0001885056,0.00006969641],"domain_scores_gemma":[0.998785,0.0003032757,0.00009376658,0.00009860627,0.000572245,0.0001471386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001739855,0.0001005449,0.3742879,0.000580405,0.0001220805,0.0007653317,0.02056933,0.001570707,0.003868579,0.06169577,0.04417883,0.4920864],"study_design_scores_gemma":[0.00001334457,0.00003998913,0.8686302,0.0002387351,0.00006823133,0.0002136317,0.01645274,0.002708217,0.0007425487,0.002950342,0.1079002,0.00004183893],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6388937,0.003461143,0.005221146,0.003758492,0.0004242315,0.0002191455,0.002383499,0.0001178726,0.3455208],"genre_scores_gemma":[0.9335856,0.003434132,0.004933858,0.0001682307,0.00006255948,0.00007475681,0.0009784247,0.00003026708,0.05673217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.57422,"threshold_uncertainty_score":0.856575,"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."}}