{"id":"W2790180490","doi":"10.1111/jora.12377","title":"Online Social Interactions Predict Academic and Emotional Adjustment in the Transition to University","year":2018,"lang":"en","type":"article","venue":"Journal of Research on Adolescence","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; University of British Columbia; Michael Smith Health Research BC","keywords":"Psychology; Transition (genetics); Social psychology; Developmental psychology; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002328418,0.00005783649,0.000100672,0.0005027999,0.0006367168,0.00002960529,0.0005330078,0.0001012106,0.00003145884],"category_scores_gemma":[0.0004398465,0.00004656245,0.00003896098,0.0007636667,0.0008213415,0.0002586659,0.00004561184,0.001361769,0.00001263414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003253676,"about_ca_system_score_gemma":0.0002633964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009217309,"about_ca_topic_score_gemma":0.0003741425,"domain_scores_codex":[0.9977555,0.0006637285,0.0001702075,0.000114161,0.0009930336,0.000303387],"domain_scores_gemma":[0.9992891,0.0001401736,0.00008294328,0.00007185381,0.0002914989,0.0001244394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01066559,0.009427612,0.1554861,0.0002068686,0.0001902302,0.0007330176,0.2337742,0.00008891391,0.01692588,0.04288067,0.2674349,0.262186],"study_design_scores_gemma":[0.0007007529,0.0007381228,0.9496194,0.0007524439,0.000007022473,0.00003371443,0.04091855,0.0000459031,0.0001517252,0.0007030846,0.006252768,0.00007657179],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9343292,0.0000243943,0.0002232158,0.06424461,0.0002004843,0.000218549,0.00001091694,0.00001160825,0.0007370447],"genre_scores_gemma":[0.9980624,0.0002200609,0.000152281,0.0006434905,0.0007961282,3.217901e-7,4.518224e-7,0.000003271578,0.000121609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7941332,"threshold_uncertainty_score":0.5916286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09686436331380219,"score_gpt":0.4514031795785479,"score_spread":0.3545388162647457,"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."}}