{"id":"W1960350521","doi":"10.1080/15427609.2015.1068034","title":"Research that Helps Move Us Closer to a World Where Each Child Thrives","year":2015,"lang":"en","type":"article","venue":"Research in Human Development","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute on Drug Abuse","keywords":"Martial arts; Dance; The arts; Causality (physics); Psychology; Performing arts; Social psychology; Public relations; Political science; Sociology; Visual arts; Art; 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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02554173,0.000247952,0.0003748002,0.001893316,0.002858696,0.0005454826,0.001414709,0.0002335316,0.0009134431],"category_scores_gemma":[0.0005957406,0.000249435,0.00006172864,0.003745156,0.0007483204,0.0004063246,0.0009645334,0.001502513,0.001393018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00297418,"about_ca_system_score_gemma":0.003844702,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006948271,"about_ca_topic_score_gemma":0.1006395,"domain_scores_codex":[0.9884239,0.002083907,0.0005480894,0.0007964561,0.005651025,0.002496622],"domain_scores_gemma":[0.9969164,0.0003656542,0.00005561131,0.0004033011,0.001000974,0.00125813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009129789,0.0003326302,0.6437227,0.00004322781,0.00004838716,0.0001801809,0.2492643,0.000006102104,0.00001363658,0.02255613,0.07371449,0.01002694],"study_design_scores_gemma":[0.0006906993,0.000074719,0.3070982,0.0003032097,0.00000118502,5.984848e-7,0.02899111,7.878638e-7,0.0003223684,0.005514294,0.6565853,0.0004174616],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6154319,0.0002579788,0.000003424655,0.005497584,0.0001868072,0.001220028,0.000001520069,0.00007646155,0.3773243],"genre_scores_gemma":[0.9236709,0.0001063261,0.0009842302,0.0001588833,0.0004631669,0.0004431654,0.00001731972,0.00004276722,0.07411322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5828709,"threshold_uncertainty_score":0.9999999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3890895866632787,"score_gpt":0.5043403620684906,"score_spread":0.1152507754052119,"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."}}