{"id":"W7132221671","doi":"","title":"Depressed Luo Yilun","year":2020,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Set (abstract data type); Perspective (graphical); Identification (biology); Depression (economics)","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":[0.0004117301,0.002272467,0.00190763,0.0009374025,0.002338238,0.0005875882,0.002453266,0.002278056,0.01317533],"category_scores_gemma":[0.0008692013,0.002578043,0.001313312,0.001341627,0.004364634,0.0006646977,0.0008797894,0.002707887,0.09623656],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002746547,"about_ca_system_score_gemma":0.008605339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002531945,"about_ca_topic_score_gemma":0.00002930794,"domain_scores_codex":[0.9885797,0.0006871418,0.002183868,0.003496098,0.003495357,0.001557827],"domain_scores_gemma":[0.9933949,0.0002672574,0.001833517,0.002279307,0.0005208057,0.00170429],"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":[0.001180075,0.001741534,0.001766944,0.00162167,0.003918308,0.01319932,0.0005385235,0.003374306,0.1109735,0.08034042,0.7796717,0.001673715],"study_design_scores_gemma":[0.002117798,0.0001668564,0.002990281,0.001838384,0.0009357264,0.00175245,0.00004874863,0.0009269826,0.008869727,0.0002196707,0.97765,0.002483377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006767007,0.01508191,0.001258202,0.000264471,0.01267093,0.001876933,0.000703847,0.001165312,0.9663017],"genre_scores_gemma":[0.2661056,0.0004334395,0.003504643,0.001460669,0.01967323,0.0004704977,0.001108066,0.002867395,0.7043765],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2654289,"threshold_uncertainty_score":0.9995929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409458754574397,"score_gpt":0.2272352451443631,"score_spread":0.2131406575986192,"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."}}