{"id":"W6926587821","doi":"10.23635/08","title":"Following Young Fathers Dataset","year":2022,"lang":"en","type":"dataset","venue":"University of Leeds","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Psychological intervention; Life course approach; Young person; Social support; Public policy","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":[],"category_scores_codex":[0.0001654447,0.0001549993,0.0004080795,0.0002080175,0.0001504263,0.000005565315,0.0003443856,0.000156818,0.03271889],"category_scores_gemma":[0.00004117921,0.0001584591,0.0002099009,0.0001941874,0.00007345941,0.00005516877,0.000292811,0.0004107085,0.00003995148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000107166,"about_ca_system_score_gemma":0.0001046476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003562524,"about_ca_topic_score_gemma":0.0001963829,"domain_scores_codex":[0.9991289,0.00004048519,0.0001077514,0.000287621,0.0002747476,0.0001604571],"domain_scores_gemma":[0.9992214,0.00002634213,0.0001310366,0.0005209989,0.00002830413,0.00007193873],"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":[0.000115831,0.00007644171,0.00002063023,0.0001442558,0.0002758285,0.0003655286,0.00003641074,2.93897e-7,0.00147882,0.000001029464,0.9972872,0.0001977417],"study_design_scores_gemma":[0.0004448661,0.0001080707,0.00003846708,0.00006176641,0.0008302502,0.00002578829,0.0003984066,3.954115e-7,0.0001863405,8.437956e-7,0.9977503,0.0001545026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001687796,0.0001881739,6.256391e-7,0.0005425533,0.0003404051,0.000177728,0.9968682,0.00001482197,0.000179697],"genre_scores_gemma":[0.0005452083,0.0002758805,0.0001014653,0.0001381314,0.00006158207,1.086577e-8,0.9973744,0.000007724184,0.001495606],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03267894,"threshold_uncertainty_score":0.9681653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013323507532166,"score_gpt":0.2238583534406414,"score_spread":0.2105348459084755,"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."}}