{"id":"W4244455117","doi":"10.1093/oxfordhb/9780199837182.013.22","title":"Introduction","year":2019,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Temperament; Psychology; Developmental psychology; Field (mathematics); Social psychology; Personality","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005004716,0.0008579841,0.0006102372,0.001292788,0.001605703,0.004573571,0.001517954,0.002122347,0.5206167],"category_scores_gemma":[0.002158679,0.0003189782,0.0005737347,0.001134185,0.000560939,0.002746914,0.002562018,0.002167407,0.3188725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001943039,"about_ca_system_score_gemma":0.001591485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003044966,"about_ca_topic_score_gemma":0.003099775,"domain_scores_codex":[0.9992435,0.00009002324,0.00004044765,0.0001796486,0.0003581156,0.00008823658],"domain_scores_gemma":[0.9993331,0.00009482676,0.00002809114,0.00008157749,0.0003455213,0.0001169447],"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":[0.0000350797,0.00003710816,0.0001935336,0.0002830056,0.000003585207,0.0001299789,0.0003239958,0.0001727253,0.000437372,0.03119149,0.7978826,0.1693095],"study_design_scores_gemma":[0.00000162012,0.000007571522,0.0001183802,0.00009776786,7.983774e-7,0.000056004,0.00006317305,0.00002043958,0.00005104881,0.001819843,0.9977608,0.000002567807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008052301,0.005613088,0.003684344,0.008024565,0.01156454,0.0001905975,0.003027408,0.001076591,0.9660137],"genre_scores_gemma":[0.004489534,0.003869515,0.002327786,0.002217667,0.001675343,0.0001110354,0.003312083,0.0004203164,0.9815766],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4793833,"threshold_uncertainty_score":0.6837822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071821419202977,"score_gpt":0.2176585745622133,"score_spread":0.1969403603701836,"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."}}