{"id":"W2287121251","doi":"10.15200/winn.144965.59226","title":"PLOS Science Wednesday: Hi Reddit, we’re Lara Aknin, Kiley Hamlin, and Elizabeth Dunn. We published a paper in PLOS ONE that found toddlers experience happiness when sharing with others, which is consi","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Happiness; Generosity; Psychology; Action (physics); Developmental Science; Positive psychology; Media studies; Social psychology; Sociology; Developmental psychology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008934098,0.0006522778,0.0007489116,0.0003722566,0.0005376731,0.0007494546,0.001583482,0.0003991142,0.004080922],"category_scores_gemma":[0.0001218925,0.0004537273,0.00006326041,0.00115422,0.001187554,0.0007427905,0.0005258085,0.0009608952,0.0001814589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904137,"about_ca_system_score_gemma":0.0006685841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005485145,"about_ca_topic_score_gemma":0.0008344064,"domain_scores_codex":[0.9955173,0.0001344383,0.0005923458,0.001496746,0.001364335,0.0008948405],"domain_scores_gemma":[0.9974291,0.00009358228,0.0003747218,0.001311927,0.0004868558,0.0003037928],"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":[0.0002888652,0.0006649729,0.001789635,0.0001489227,0.0002148764,0.00002487926,0.01606965,0.00000112442,0.00004185674,0.000192516,0.980371,0.0001917118],"study_design_scores_gemma":[0.00199622,0.00009086401,0.007150628,0.003165802,0.00009537013,0.00002722295,0.003859978,0.000009961562,0.00002027382,0.001278243,0.9814195,0.0008859489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1244953,0.01809584,0.00003138267,0.1585881,0.01742367,0.008580213,0.6443052,0.000607063,0.0278732],"genre_scores_gemma":[0.1334296,0.01127754,0.001470095,0.08774503,0.009802987,0.002518754,0.6418599,0.001005722,0.1108903],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08301707,"threshold_uncertainty_score":0.9997914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06647148826073908,"score_gpt":0.2911642115781994,"score_spread":0.2246927233174603,"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."}}