{"id":"W3174252415","doi":"","title":"The Current Situation and Strategy for the Building of State Leaders' Public Image: Based on the Investigation for College Students' Identification Degree on the Building of State Leaders' Public Image","year":2016,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Information Society and Technology Trends","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); State (computer science); Politics; Public relations; Globalization; China; Identification (biology); Order (exchange); Political science; Sociology; Image (mathematics); Business; Computer science; Law; Aesthetics; Artificial intelligence","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":[0.001545705,0.0001720891,0.0001264805,0.0009482093,0.003609462,0.004874733,0.0005204153,0.0006363838,0.006704813],"category_scores_gemma":[0.0030701,0.0001386233,0.0002325061,0.0007272263,0.0023888,0.003779898,0.002023536,0.001516437,0.0004244506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002386451,"about_ca_system_score_gemma":0.005827781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004227683,"about_ca_topic_score_gemma":0.006347761,"domain_scores_codex":[0.9986885,0.0004458199,0.00004478028,0.0001543156,0.000290645,0.0003759246],"domain_scores_gemma":[0.9977792,0.0002918893,0.0003559335,0.000118925,0.0005485514,0.0009054996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000139642,0.0007621821,0.4461696,0.0003298932,0.00003416961,0.0008622779,0.2035967,0.0001541923,0.003683056,0.1348071,0.01228093,0.1971803],"study_design_scores_gemma":[0.00001744163,0.0001378812,0.3851403,0.0003215566,0.0000581417,0.0004846544,0.529654,0.001090067,0.002588076,0.01850008,0.06195081,0.00005697072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9321744,0.0004188934,0.001428337,0.01312153,0.0001206841,0.00004601431,0.00003007998,0.00002359659,0.05263653],"genre_scores_gemma":[0.9970785,0.0001551826,0.0002355359,0.0001960379,0.00001853577,0.00001101239,0.00001498068,0.000003618105,0.002286492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006704813,"threshold_uncertainty_score":0.02242982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2181977906753906,"score_gpt":0.431530956853268,"score_spread":0.2133331661778774,"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."}}