{"id":"W2954875459","doi":"10.4018/978-1-5225-9412-3.ch012","title":"The Effects of Virtual Likes on Self-Esteem","year":2019,"lang":"en","type":"book-chapter","venue":"Advances in psychology, mental health, and behavioral studies (APMHBS) book series","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Self-esteem; Psychology; Value (mathematics); Social psychology; Social comparison theory; Internet privacy; Computer science","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":[0.0003077654,0.0006117614,0.001143305,0.0001667234,0.001062087,0.00003747718,0.0002991236,0.0001908046,0.00008259243],"category_scores_gemma":[0.00001564678,0.000427965,0.0001385223,0.00002236815,0.002375428,0.0008209698,0.0001191872,0.0007032423,0.0000520931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000173151,"about_ca_system_score_gemma":0.0001432004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009001837,"about_ca_topic_score_gemma":0.006657604,"domain_scores_codex":[0.997242,0.0001009645,0.0009715304,0.0006619114,0.0003736557,0.000649987],"domain_scores_gemma":[0.9982005,0.000437623,0.0006523375,0.0004495403,0.0001002291,0.0001597565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001035909,0.0004452616,0.000678166,0.002502154,0.0001581697,0.00003243376,0.0766796,2.064014e-7,0.000003928014,0.8115975,0.009689319,0.0971773],"study_design_scores_gemma":[0.0008928344,0.009133156,0.00009199779,0.001459726,0.00004734519,0.00001152065,0.01256862,5.503737e-8,0.000007332079,0.003923554,0.971472,0.0003918256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02283721,0.7265075,1.413704e-7,0.003430784,0.01629144,0.003582234,0.0002965867,0.0001577882,0.2268963],"genre_scores_gemma":[0.00374592,0.8987913,0.00003142578,0.004241463,0.0005227202,0.0001491766,0.00004987815,0.00006992371,0.09239816],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9617827,"threshold_uncertainty_score":0.9998172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04179640483977201,"score_gpt":0.3799026109847995,"score_spread":0.3381062061450275,"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."}}