{"id":"W2014524671","doi":"10.1089/109493103322725360","title":"Internet Users' Prior Psychological and Social Difficulties","year":2003,"lang":"en","type":"article","venue":"CyberPsychology & Behavior","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"The Internet; Sample (material); Psychology; Internet users; Population; Selection (genetic algorithm); Social psychology; Applied psychology; Internet privacy; World Wide Web; Medicine; Computer science; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0004961809,0.0002369938,0.000381601,0.001707688,0.0006215596,0.0009833575,0.0001840999,0.0004393051,0.005462173],"category_scores_gemma":[0.006195259,0.0002285712,0.0003408728,0.0006496044,0.000483137,0.0007144426,0.0006627681,0.0009029606,0.0003608273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002227672,"about_ca_system_score_gemma":0.0002265167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00236797,"about_ca_topic_score_gemma":0.003836664,"domain_scores_codex":[0.9995521,0.0001025993,0.00004983526,0.0000424865,0.0001451648,0.0001079338],"domain_scores_gemma":[0.9949061,0.001525227,0.001752817,0.0002267666,0.0004398143,0.001149374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006762523,0.0003567139,0.9892161,0.00003354236,0.0000336837,0.000387345,0.001570672,0.00004603546,0.0004641151,0.00012804,0.000105155,0.007591011],"study_design_scores_gemma":[0.000004670437,0.0002422797,0.996582,0.00001370208,0.00002156888,0.0009937835,0.001355889,0.0000855704,0.0001023074,0.00005438594,0.0005376602,0.00000617994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978751,0.0001461605,0.00003475597,0.00004428676,0.000005269433,0.00001298642,0.00006771368,0.000003117917,0.001810752],"genre_scores_gemma":[0.9992945,0.0001242992,0.00004393355,0.0000199925,0.000008410157,0.000008040479,0.00006745938,0.000001167688,0.0004320901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005462173,"threshold_uncertainty_score":0.01827276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04583215883654512,"score_gpt":0.3690262513388312,"score_spread":0.323194092502286,"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."}}