{"id":"W7132614207","doi":"","title":"J. Wong: Meizu's Hero or Enemy?","year":2022,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"HERO; Sequence (biology); Line (geometry); Feature (linguistics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.001327844,0.002667496,0.002195776,0.002027746,0.0060421,0.0005756052,0.00330236,0.001950943,0.3272849],"category_scores_gemma":[0.001087079,0.002686323,0.001505007,0.002326423,0.004627749,0.0008168162,0.002143455,0.003891152,0.03690722],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01245228,"about_ca_system_score_gemma":0.01955968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003477074,"about_ca_topic_score_gemma":0.0001332595,"domain_scores_codex":[0.9839717,0.001464071,0.002722004,0.003966591,0.005711779,0.002163893],"domain_scores_gemma":[0.9916699,0.0005523653,0.002382469,0.0034435,0.0005834837,0.001368295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004006943,0.00430104,0.001268346,0.00127497,0.004881497,0.03065898,0.0006629931,0.007574302,0.01051235,0.06377427,0.8666858,0.004398518],"study_design_scores_gemma":[0.002721233,0.0004521881,0.001070787,0.0009152399,0.0009252689,0.009322325,0.0003335858,0.0001998108,0.001010482,0.0001451419,0.9798803,0.003023677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00171473,0.01718586,0.0001429138,0.000107461,0.02374289,0.002336049,0.001438166,0.001009654,0.9523222],"genre_scores_gemma":[0.05301098,0.0006602732,0.001371308,0.0005719553,0.009591375,0.001224704,0.001255908,0.002401243,0.9299123],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2903777,"threshold_uncertainty_score":0.9993447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090748294202709,"score_gpt":0.2551611750187782,"score_spread":0.2342536920767511,"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."}}