{"id":"W3152290077","doi":"10.82308/12978","title":"Being positive and its effect on self-esteem and social needs satisfaction in the presence of social media feedback","year":2015,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Self-esteem; Social psychology; Psychology; Social media; Life satisfaction; Social comparison theory; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001481446,0.0001635862,0.0002012757,0.0002063534,0.0005276822,0.00009914664,0.0003106681,0.0001197827,0.000007516781],"category_scores_gemma":[0.0005771733,0.0001403101,0.00006584358,0.0004766617,0.00005800584,0.0006637819,0.0001428127,0.0004936891,0.00001478183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130334,"about_ca_system_score_gemma":0.00002374898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007774576,"about_ca_topic_score_gemma":0.0001356113,"domain_scores_codex":[0.9977825,0.001032358,0.0002635774,0.0002968277,0.000398392,0.0002263036],"domain_scores_gemma":[0.9986277,0.0008439536,0.0001605136,0.0001452478,0.0001397335,0.00008281871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006280656,0.0002615086,0.004687206,0.00009459704,0.0000594226,0.000009033512,0.007629023,0.000013972,0.002532376,0.8941177,0.00001796881,0.0905144],"study_design_scores_gemma":[0.002629026,0.001226787,0.9629515,0.0002558188,0.00008087941,0.00007513119,0.004037055,0.0007837194,0.008040274,0.01427334,0.005012365,0.0006340871],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939613,0.00003503742,0.000002684776,0.0004125152,0.0002973416,0.000229369,0.00001516953,0.00006145316,0.004985143],"genre_scores_gemma":[0.9994345,0.000005371302,0.0002181533,0.0001920199,0.000037267,0.00002466137,0.00000366668,0.00001151384,0.00007279526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9582643,"threshold_uncertainty_score":0.5721681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02261278705675382,"score_gpt":0.2681105610710793,"score_spread":0.2454977740143255,"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."}}