{"id":"W4403683166","doi":"10.53841/bpsfpop.2024.1.168.2","title":"Editorial","year":2024,"lang":"en","type":"editorial","venue":"FPOP Bulletin Psychology of Older People","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Bulletin of Medical History","funders":"","keywords":"Computer science","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001846384,0.0012528,0.002156595,0.0009618127,0.0001300106,0.0001050812,0.002066889,0.006048512,0.01262973],"category_scores_gemma":[0.002071998,0.001287582,0.000828383,0.0008773396,0.0005914659,0.00005042542,0.0005229415,0.004646497,0.1002342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001997502,"about_ca_system_score_gemma":0.0006041295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003913329,"about_ca_topic_score_gemma":0.0001771824,"domain_scores_codex":[0.9914403,0.0004930622,0.001666115,0.002396811,0.002697153,0.00130657],"domain_scores_gemma":[0.9937021,0.001624784,0.0009979608,0.002315528,0.001055908,0.0003037327],"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":[0.000450664,0.0004646084,0.00002035815,0.0005980372,0.0004849313,0.00003702152,0.0007406882,0.000001448189,0.0001852031,0.00003504738,0.9968401,0.0001419319],"study_design_scores_gemma":[0.002543949,0.0004108906,0.00008739554,0.0004437673,0.0005369581,0.00001586234,0.00003480455,7.107499e-7,0.00002353553,0.0006110703,0.9942504,0.001040635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006101887,0.002181896,0.00002870785,0.001740156,0.9711562,0.0007221166,0.003495757,0.0007602826,0.01985383],"genre_scores_gemma":[0.00009744116,0.0002683502,0.000423914,0.0001101638,0.9811538,0.0002581908,0.002229515,0.0008655009,0.01459311],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08760447,"threshold_uncertainty_score":0.9989574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007744741954600759,"score_gpt":0.3127171521600262,"score_spread":0.3049724102054254,"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."}}