{"id":"W6911768601","doi":"10.5281/zenodo.14154315","title":"PM_036530_B_Elsegem","year":2009,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Psychiatry, Mental Health, Neuroscience","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nave; Aisle; Period (music); Quarter (Canadian coin)","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005162781,0.0002809949,0.0002376534,0.0005583522,0.001436809,0.001155178,0.00485821,0.0001580055,0.006709117],"category_scores_gemma":[0.0001398192,0.000302713,0.00007364305,0.0010865,0.000164691,0.0002788863,0.001769091,0.0004603945,0.02079535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001778284,"about_ca_system_score_gemma":0.00001300283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002000308,"about_ca_topic_score_gemma":9.920412e-7,"domain_scores_codex":[0.9969699,0.0003593702,0.0002863866,0.0009962454,0.0007311247,0.0006570201],"domain_scores_gemma":[0.9979064,0.00001363491,0.0002423774,0.001362162,0.0001285489,0.0003468321],"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":[0.000004261075,0.00009723323,1.378948e-7,0.00004827024,0.000006047553,0.00001723925,0.0001578571,0.00000176931,0.0001419019,0.01012245,0.8531098,0.1362931],"study_design_scores_gemma":[0.0002784244,0.000266415,0.00005021044,0.00008704085,0.000004097129,0.0001523723,0.00001587184,0.0002696971,0.00003823523,0.0005163141,0.9980305,0.0002908074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009428981,0.0003158491,0.0265227,0.001010193,0.0008169689,0.000580871,0.0001117876,0.003480684,0.9671515],"genre_scores_gemma":[0.005870993,0.001587142,0.0207649,0.005737524,0.001833999,1.70275e-7,0.001460875,0.02350771,0.9392367],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1449208,"threshold_uncertainty_score":0.9999425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02840469023398038,"score_gpt":0.258086088551705,"score_spread":0.2296813983177246,"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."}}