{"id":"W4391329448","doi":"10.26443/ijwpc.v11i1.424","title":"Flickers","year":2024,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Traditional medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006539841,0.0006783272,0.0003663352,0.00160186,0.00156373,0.003225359,0.0009271915,0.001299832,0.622134],"category_scores_gemma":[0.002776637,0.0002679208,0.0004700258,0.0009358918,0.0005209551,0.001631071,0.002252815,0.001302824,0.3357797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007675209,"about_ca_system_score_gemma":0.001468558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004315414,"about_ca_topic_score_gemma":0.01127731,"domain_scores_codex":[0.9989926,0.00009854836,0.00003513234,0.0001570842,0.0005849495,0.0001316923],"domain_scores_gemma":[0.9982768,0.0002099074,0.00005635784,0.0004150638,0.0007031591,0.0003386046],"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":[0.0001256417,0.0001053631,0.001017576,0.0001156881,0.00001076075,0.0003107623,0.0003539446,0.00009412284,0.002143341,0.008785145,0.6114875,0.3754502],"study_design_scores_gemma":[0.00001011755,0.0000288849,0.001149238,0.00004777268,0.000005927071,0.0002937563,0.0002364011,0.0001172583,0.000679581,0.001385941,0.9960358,0.000009345451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00340164,0.0004796172,0.003870626,0.002069905,0.0028725,0.0001338659,0.001219416,0.002774635,0.9831777],"genre_scores_gemma":[0.009256216,0.000296342,0.0016801,0.001071371,0.0002299074,0.0000402418,0.0009402724,0.0005915659,0.985894],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.377866,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01972915619658516,"score_gpt":0.3190063731706759,"score_spread":0.2992772169740907,"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."}}