{"id":"W4406562747","doi":"10.1016/j.bjorlp.2022.04.007","title":"10.1016/j.bjorlp.2022.04.007","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001363079,0.0001833992,0.0002291341,0.0000873791,0.000125561,0.00002825257,0.0002366223,0.00008401749,0.9993381],"category_scores_gemma":[0.00002283666,0.0001736539,0.00008469633,0.0002608861,0.00006976495,0.00006658677,0.00005902274,0.0001509502,0.9990445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000234504,"about_ca_system_score_gemma":0.00001218404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009185629,"about_ca_topic_score_gemma":7.119925e-7,"domain_scores_codex":[0.9988134,0.000057504,0.0002043472,0.0003482664,0.0001525098,0.0004239958],"domain_scores_gemma":[0.9992757,0.00005698647,0.00002911375,0.0004688219,0.0000443504,0.0001249779],"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":[0.0001043656,0.00007000659,0.000001547161,0.000002441337,0.00004592297,0.00003311889,0.00009006033,0.000001056004,0.00001659974,0.00000605547,0.6141399,0.385489],"study_design_scores_gemma":[0.0004250731,0.0001826419,0.0007127806,0.00001086281,0.00003125308,0.00002106795,0.000008990696,0.000004142671,0.00002075369,0.00002397129,0.9983398,0.0002186258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005973909,0.0004440645,0.000001430363,0.0007884385,0.000009369136,0.0001893452,0.00001918221,0.0002043252,0.9977465],"genre_scores_gemma":[0.0005414292,4.816789e-7,0.00006536188,0.0002966765,0.0003332059,0.00005756468,0.000009554419,0.00003397201,0.9986618],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3852704,"threshold_uncertainty_score":0.7081402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101777525422533,"score_gpt":0.2277032208915987,"score_spread":0.2175254683493454,"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."}}