{"id":"W6923638783","doi":"10.1371/journal.pone.0288851.t002","title":"Key partners by sector.","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; General partnership; Public health; Nature versus nurture; Community organization; Photovoice; Socioeconomic status; Community engagement; Community health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001685885,0.0001240043,0.0001510991,0.00008490073,0.0002744218,0.0001216015,0.0006683516,0.0004632552,0.2075363],"category_scores_gemma":[0.007943652,0.0001224235,0.00006346172,0.0004012752,0.00002955212,0.00005614625,0.0001161355,0.0003058584,0.03482715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007091812,"about_ca_system_score_gemma":0.0003052078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001359215,"about_ca_topic_score_gemma":0.00168675,"domain_scores_codex":[0.9989445,0.0001239915,0.0001188692,0.0002458298,0.0002894962,0.0002773431],"domain_scores_gemma":[0.9989852,0.0004148157,0.0001214143,0.0003353497,0.00006938742,0.00007380772],"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":[1.891534e-7,0.000007478587,4.881099e-7,0.00004840351,0.000007217928,0.000002433916,0.00009956396,4.572156e-8,1.164412e-7,0.00001835409,0.9992176,0.0005980888],"study_design_scores_gemma":[0.00001857509,0.000006008097,0.000005821152,0.0002591903,0.00000501038,7.352005e-8,0.0008481539,6.570287e-8,0.000005656186,0.0002007288,0.9984969,0.0001538341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[2.594332e-7,0.0002710819,3.196918e-8,0.000900271,0.0003971145,0.0001543971,0.9955626,0.0003807053,0.002333604],"genre_scores_gemma":[2.602589e-7,0.0001714431,0.00005703012,0.0001757959,0.0003606426,0.0002697108,0.9940988,0.00001267505,0.004853646],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1727091,"threshold_uncertainty_score":0.9659243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2044172681547737,"score_gpt":0.4663213257470376,"score_spread":0.2619040575922639,"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."}}