{"id":"W2023707401","doi":"10.1371/journal.pbio.0030322","title":"Science Star over Asia","year":2005,"lang":"en","type":"article","venue":"PLoS Biology","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Asia Pacific Foundation of Canada","funders":"","keywords":"Biology; Embryonic stem cell; Blastocyst; Induced pluripotent stem cell; Surprise; Embryo; Cell biology; Genetics; Embryogenesis; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.00024431,0.0001034657,0.0001016652,0.0001157516,0.000102615,0.00001620461,0.0004434547,0.0001211459,0.000177444],"category_scores_gemma":[0.0001299818,0.00008917972,0.00004096917,0.0001940804,0.0004492097,0.000004481222,0.0002985893,0.00009470739,0.0002398481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002958102,"about_ca_system_score_gemma":0.0001917404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007423654,"about_ca_topic_score_gemma":0.00001760845,"domain_scores_codex":[0.9988016,0.00004952865,0.000127141,0.0004357623,0.0001386456,0.0004472643],"domain_scores_gemma":[0.9993693,0.000009979891,0.0000333051,0.0003835976,0.00008895737,0.0001148434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002558945,0.00006938111,0.003005478,0.00000390316,0.00001646386,0.000001189955,0.000007778423,0.000003899417,0.9935561,0.0005680785,0.0009851162,0.001757051],"study_design_scores_gemma":[0.0002777381,0.00028914,0.003607446,0.000002813271,0.000004062823,0.000008774722,0.000008102417,0.0002675923,0.78895,0.00006114242,0.206389,0.000134224],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864288,0.0004760587,0.00008889321,0.0005094779,0.00006964694,0.0001287811,0.00001523972,0.00001613154,0.01226696],"genre_scores_gemma":[0.9963318,0.0001311438,0.001003314,0.0003343999,0.0003215218,0.00001081198,0.00004118563,0.00001165081,0.001814156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2054039,"threshold_uncertainty_score":0.3636644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730333400907313,"score_gpt":0.2947483689775448,"score_spread":0.2774450349684716,"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."}}