{"id":"W7013621023","doi":"","title":"Editorial","year":2023,"lang":"en","type":"article","venue":"Åbo Akademi University Research Portal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002424755,0.00152781,0.001235853,0.00215676,0.001721357,0.005455336,0.001478413,0.006555027,0.08853417],"category_scores_gemma":[0.01815513,0.0005112737,0.001178496,0.0007995668,0.001046715,0.001626378,0.001373404,0.006885731,0.0554634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001529632,"about_ca_system_score_gemma":0.002170015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028047,"about_ca_topic_score_gemma":0.002182429,"domain_scores_codex":[0.9978453,0.0003821908,0.0001773018,0.0003252364,0.000958151,0.0003117842],"domain_scores_gemma":[0.98998,0.00205477,0.0007705373,0.0006162635,0.004310414,0.002268083],"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":[0.00002409539,0.000005519049,0.00002465997,0.0000670224,0.000005111438,0.00007301076,0.000004505703,0.000004929592,0.00003294395,0.0001356145,0.9944239,0.005198677],"study_design_scores_gemma":[0.00003053326,0.00001249294,0.0001922799,0.0001454808,0.00001172674,0.0001475961,0.00002186574,0.00001720906,0.00007100191,0.0003092797,0.9990356,0.00000480584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001369857,0.005721299,0.00007884848,0.03889433,0.9376851,0.00004272034,0.0001787446,0.00009558253,0.01716651],"genre_scores_gemma":[0.002141418,0.005733314,0.0001502929,0.04218771,0.8487657,0.00005910563,0.0002708386,0.0001051602,0.1005864],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08853417,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08939195991619961,"score_gpt":0.3716836086096228,"score_spread":0.2822916486934232,"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."}}