{"id":"W2144445167","doi":"10.1016/j.jbusres.2006.06.010","title":"Beyond gender differences: Self-concept orientation and relationship-building applications on the Internet","year":2007,"lang":"en","type":"article","venue":"Journal of Business Research","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"The Internet; Orientation (vector space); Psychology; Biological sex; Social psychology; Regression analysis; Computer science; World Wide Web; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.004674628,0.00006207105,0.0001006653,0.0003734305,0.0007511005,0.0001585064,0.0004155174,0.0001162484,0.00005014824],"category_scores_gemma":[0.001594629,0.00004233989,0.00002633543,0.001092089,0.0005409813,0.0002595855,0.00006324753,0.0006500106,0.00001011182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002118099,"about_ca_system_score_gemma":0.0001870041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000102048,"about_ca_topic_score_gemma":0.00005530391,"domain_scores_codex":[0.9981401,0.0002666314,0.0002665014,0.000110937,0.0009160811,0.0002997467],"domain_scores_gemma":[0.9976603,0.001048416,0.0001867488,0.0001334459,0.0008734135,0.00009769412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001355478,0.0004373772,0.5306483,0.00003612678,0.00008171796,0.00002517891,0.02664529,0.00001203999,0.0006377499,0.4031213,0.005986708,0.03223273],"study_design_scores_gemma":[0.0003036339,0.00005210524,0.9550224,0.00006212603,0.00001077941,0.00001367774,0.009793197,0.00001471518,0.0003109364,0.03039251,0.003952462,0.00007145714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732088,0.0001866232,0.0129772,0.007283906,0.0001773075,0.0003370508,0.000001080609,0.00002613188,0.005801903],"genre_scores_gemma":[0.99839,0.00009175431,0.0008515408,0.00008449179,0.0002583971,0.000004742632,3.717609e-7,0.000006794117,0.000311963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4243741,"threshold_uncertainty_score":0.5776934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109385255777929,"score_gpt":0.4237447993914495,"score_spread":0.3143595436135205,"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."}}