{"id":"W7086777428","doi":"10.5281/zenodo.17306585","title":"PaleoIPSL/PyAnalySeries: v5.28","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Memory, Trauma, and Commemoration","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004820904,0.0003154525,0.000349449,0.0006957893,0.0009782029,0.0005172967,0.001387548,0.0003255884,0.3654606],"category_scores_gemma":[0.000261079,0.0003419881,0.0001234231,0.0006976771,0.0001771963,0.00007664161,0.000585679,0.0005040054,0.05507398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009780447,"about_ca_system_score_gemma":0.000008998093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001320992,"about_ca_topic_score_gemma":0.000007604578,"domain_scores_codex":[0.9974121,0.0006353728,0.0003618596,0.0007407049,0.00037938,0.0004705188],"domain_scores_gemma":[0.9980706,0.00002785063,0.0002407653,0.001175513,0.0003105917,0.0001747064],"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":[0.00004720477,0.0001305721,0.000001647136,0.00009117697,0.0002137197,0.00002199583,0.0006394763,0.000001415963,0.00004177666,0.008738645,0.8990596,0.09101278],"study_design_scores_gemma":[0.0005544631,0.0001379646,0.0001300007,0.00009495409,0.00007430717,0.00002827698,0.0006424646,0.0000148769,0.00002076299,0.0001747521,0.9978161,0.0003110237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003042456,0.0006245851,0.003974368,0.0005502115,0.0007007373,0.0005656568,0.0004788305,0.001931276,0.9911439],"genre_scores_gemma":[0.004208451,0.0002549733,0.0001872513,0.0004394847,0.0007682539,2.020175e-7,0.004794867,0.007312152,0.9820344],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3103866,"threshold_uncertainty_score":0.9999032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0475074506269151,"score_gpt":0.2992925120326879,"score_spread":0.2517850614057728,"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."}}