{"id":"W2058818318","doi":"10.1002/cd.23220008807","title":"Stability of sociometric categories","year":2000,"lang":"en","type":"review","venue":"New Directions for Child and Adolescent Development","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Sociometric status; Psychology; Sociometry; Normative; Developmental psychology; Social psychology","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"],"consensus_categories":[],"category_scores_codex":[0.000242039,0.0003475274,0.0009795363,0.0003952213,0.0003114477,0.00002589896,0.0001163182,0.0001888285,0.0005976802],"category_scores_gemma":[0.0001009422,0.000299594,0.0003144419,0.0006341451,0.00009951089,0.00003260888,0.00005226182,0.0002613775,0.0000184592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001337379,"about_ca_system_score_gemma":0.0003663418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004090825,"about_ca_topic_score_gemma":0.0000157104,"domain_scores_codex":[0.9982134,0.00007753151,0.0007325601,0.0005249605,0.0001286641,0.0003229591],"domain_scores_gemma":[0.9989983,0.0003205625,0.0002498714,0.0002224021,0.00008123477,0.0001276128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008567074,0.0002228263,0.0001602605,0.00562282,0.0001833765,3.59087e-7,0.0006578813,9.467716e-9,1.320552e-8,0.0002070233,0.001486184,0.9914507],"study_design_scores_gemma":[0.0002867648,0.00004034332,0.001332234,0.004164566,0.0002889005,0.00002108429,0.0002147964,7.08265e-8,0.00000340743,0.0000736384,0.9932717,0.0003025009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005020084,0.9876775,0.0001384751,0.00003573374,0.000607818,0.001196387,0.00009839958,0.00007310198,0.01012242],"genre_scores_gemma":[0.0002232288,0.9963846,0.0005478364,0.00003733038,0.0002484924,0.0001910193,0.0001466031,0.00004364555,0.002177237],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9917855,"threshold_uncertainty_score":0.9999456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08242846868367323,"score_gpt":0.3443499614164479,"score_spread":0.2619214927327747,"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."}}