{"id":"W2387994074","doi":"","title":"Ye Jia-ying and Li Shan's Annotations about the Poems of Literature Selection","year":2010,"lang":"en","type":"article","venue":"Journal of Changchun Normal University","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poetry; Selection (genetic algorithm); Skepticism; Viewpoints; Literature; Focus (optics); Philosophy; Art; Theology; Computer science; Artificial intelligence; Visual arts","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":[0.0004676314,0.00004779205,0.00009132602,0.0001206711,0.0006676353,0.00002537895,0.0001526763,0.0000766325,0.00004357409],"category_scores_gemma":[0.00006336437,0.00003809027,0.00006875761,0.0003488511,0.0001737373,0.0005241095,0.00002188872,0.0003645508,5.856818e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003395106,"about_ca_system_score_gemma":0.00008973858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001726645,"about_ca_topic_score_gemma":0.00110147,"domain_scores_codex":[0.9995055,0.00009518708,0.00009218775,0.00004904197,0.0001820598,0.00007604037],"domain_scores_gemma":[0.9993196,0.00007299572,0.0002090399,0.00004519313,0.000280717,0.00007252533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008982902,0.0004242995,0.09490689,0.0001281781,0.0002448985,0.0001413705,0.5544746,0.0001672569,0.01975468,0.3149499,0.004713673,0.009195936],"study_design_scores_gemma":[0.002686157,0.0007402947,0.3350327,0.0003403638,0.0003830156,0.0002962722,0.01745946,0.0003321798,0.000992512,0.03881534,0.6022758,0.0006458844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874325,0.0001202122,0.00006083088,0.001770788,0.0004753924,0.00004573408,0.000009418634,0.000005756276,0.01007934],"genre_scores_gemma":[0.9987,0.00006450433,0.0001210612,0.00005265792,0.0005320791,2.951077e-8,7.616696e-7,0.000001989479,0.0005269072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5975621,"threshold_uncertainty_score":0.5134978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644684802576433,"score_gpt":0.2482327599429268,"score_spread":0.2317859119171625,"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."}}