{"id":"W4285169654","doi":"10.2139/ssrn.3369407","title":"Social Interactions and Peer Evaluation on Online Review Platforms: An Empirical Analysis","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Data science; Internet privacy; Psychology; World Wide Web","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":[0.01769565,0.000388252,0.0008104101,0.004714803,0.003565782,0.00606268,0.001304896,0.001790876,0.006513474],"category_scores_gemma":[0.1930609,0.0003542068,0.0005491789,0.003808939,0.002075648,0.004594937,0.002658273,0.001983005,0.0008922968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002717248,"about_ca_system_score_gemma":0.003918033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004992248,"about_ca_topic_score_gemma":0.008242944,"domain_scores_codex":[0.967399,0.02017131,0.001526702,0.00122492,0.008203035,0.001475056],"domain_scores_gemma":[0.5190233,0.3685637,0.06692956,0.006307371,0.02596503,0.01321113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009354021,0.003698114,0.8976544,0.0004147905,0.0002854963,0.0008160791,0.03565246,0.0003243043,0.000697887,0.00294522,0.001664542,0.0549114],"study_design_scores_gemma":[0.0001019588,0.001071948,0.9418181,0.0002413377,0.0002552693,0.0006299554,0.04741604,0.002412322,0.0004683149,0.001538948,0.003973594,0.00007230664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873486,0.0004393998,0.0002577184,0.0004052025,0.00001864067,0.0001220565,0.00006021586,0.000007036648,0.01134123],"genre_scores_gemma":[0.9983538,0.0001704622,0.0002179619,0.00005222647,0.00004673512,0.00006585154,0.00003993705,0.000007270221,0.001045618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01769565,"threshold_uncertainty_score":0.09358466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06371806090447939,"score_gpt":0.4420409446303283,"score_spread":0.3783228837258489,"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."}}