{"id":"W4411618618","doi":"10.51847/qamqr9d","title":"10.51847/qAmQr9D","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Health and Well-being Studies","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Al-Furat Al-Awsat Technical University","keywords":"Psychology; Medical education; Gerontology; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001530498,0.0001043571,0.0001558613,0.00004668626,0.0001060885,0.0000106842,0.0001301516,0.0000636094,0.9964598],"category_scores_gemma":[0.00002215634,0.00009801986,0.00003803334,0.0001405322,0.00002773032,0.00002140608,0.00001880452,0.00009297711,0.9973982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001906812,"about_ca_system_score_gemma":0.00001663823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001109536,"about_ca_topic_score_gemma":3.019329e-7,"domain_scores_codex":[0.9990746,0.00005719693,0.0001622166,0.0002152578,0.00009161077,0.0003991025],"domain_scores_gemma":[0.9994864,0.00006789673,0.00001729009,0.0002703526,0.00002153132,0.0001365127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005706073,0.00003252576,0.000002219715,0.000003372382,0.00001532644,0.000008341415,0.0001373132,0.000002016316,0.000001711168,0.000008657107,0.324533,0.6751985],"study_design_scores_gemma":[0.0002384568,0.0001613611,0.001134661,0.000007304043,0.000008106478,0.000006130529,0.000003217179,0.000003081485,0.000001634626,0.000004627816,0.9983199,0.0001115675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002719064,0.0002238909,7.482284e-7,0.001665343,0.00001471793,0.000157318,0.000007696337,0.0001402216,0.995071],"genre_scores_gemma":[0.001076994,7.518281e-7,0.00003328944,0.00100424,0.0002499013,0.00003843523,0.000004700659,0.00001814727,0.9975736],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6750869,"threshold_uncertainty_score":0.3997134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361167813968918,"score_gpt":0.2741469914089897,"score_spread":0.2605353132693006,"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."}}