{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002380117,0.0007909318,0.0007588953,0.001461809,0.001656047,0.007193641,0.002393418,0.003043104,0.8733668],"category_scores_gemma":[0.008807561,0.0004990415,0.0004185181,0.002656012,0.0006469804,0.003500814,0.005670064,0.002168933,0.830627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002177566,"about_ca_system_score_gemma":0.009770266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007516483,"about_ca_topic_score_gemma":0.007829349,"domain_scores_codex":[0.9975424,0.0004252708,0.0001625539,0.0004589749,0.0007244347,0.0006863953],"domain_scores_gemma":[0.9935818,0.0004857329,0.000263753,0.0006635014,0.002421732,0.00258351],"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":[0.00002888669,0.0000184948,0.0001357307,0.0002365991,0.000001795906,0.00003799199,0.00005028937,0.00002194105,0.0001317218,0.002854076,0.9276506,0.06883185],"study_design_scores_gemma":[0.000006935722,0.00000448717,0.0001337687,0.00006213132,6.582055e-7,0.00002757426,0.0001007626,0.00002612429,0.0000309463,0.0005205355,0.9990838,0.000002286973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.0005583334,0.001631743,0.002478541,0.01785795,0.007852634,0.0006730802,0.02063468,0.003659997,0.944653],"genre_scores_gemma":[0.005086314,0.001089312,0.002466123,0.004953274,0.0003546663,0.0003728362,0.01080011,0.002067722,0.9728096],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.8733668,"threshold_uncertainty_score":0.1806267,"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."}}