{"id":"W3150358875","doi":"10.2139/ssrn.3636513","title":"Peer Recognition and Content Provision Online","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Social Media and Politics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Content (measure theory); Internet privacy; Computer science; Psychology; World Wide Web; Business; Multimedia; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002390589,0.0001990242,0.0003915879,0.003473596,0.003620447,0.01060754,0.000865371,0.002142737,0.08236499],"category_scores_gemma":[0.02958581,0.0002373993,0.0002585442,0.003829683,0.002050224,0.008597053,0.002793105,0.00158312,0.01093139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002527033,"about_ca_system_score_gemma":0.002800132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005547802,"about_ca_topic_score_gemma":0.006822982,"domain_scores_codex":[0.9954219,0.001637684,0.0001901315,0.0004407502,0.0015083,0.0008011589],"domain_scores_gemma":[0.9700359,0.01316217,0.005240272,0.002092083,0.004894285,0.004575482],"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":[0.0005716759,0.001685386,0.082973,0.0003232373,0.00007222351,0.0007417399,0.02396326,0.0007487491,0.004660149,0.5042024,0.05983562,0.3202226],"study_design_scores_gemma":[0.0001383666,0.0005725563,0.3178456,0.0005744348,0.0002022425,0.0009196782,0.0456324,0.005323474,0.008228124,0.3079672,0.3124503,0.0001456879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.246747,0.001553427,0.002335092,0.01109629,0.0002559379,0.00007859484,0.0004597716,0.0001461012,0.7373277],"genre_scores_gemma":[0.9271209,0.0004211834,0.0005472676,0.0003209019,0.0003415662,0.00002699506,0.0001268409,0.00006596226,0.07102844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08236499,"threshold_uncertainty_score":0.2755383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.084706205823226,"score_gpt":0.3221307594736628,"score_spread":0.2374245536504368,"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."}}