{"id":"W4382394543","doi":"10.18280/ts.400321","title":"An Examination of Implicit Trust and Influence in Social Recommendation Through Graph Convolutional Networks","year":2023,"lang":"en","type":"article","venue":"Traitement du signal","topic":"Mental Health via Writing","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Graph; Theoretical computer science; Artificial intelligence; Natural language processing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00144525,0.000665194,0.000540043,0.001289524,0.0004683988,0.0008217868,0.0007943537,0.000936841,0.0007901004],"category_scores_gemma":[0.005790677,0.0003815271,0.0006004726,0.001157483,0.0006253565,0.002052682,0.000678828,0.001046271,0.0001963969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001547087,"about_ca_system_score_gemma":0.0008842748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04122774,"about_ca_topic_score_gemma":0.04852225,"domain_scores_codex":[0.9995763,0.0001163697,0.00002119818,0.0001099306,0.0001172192,0.00005894924],"domain_scores_gemma":[0.9979703,0.001162875,0.0002051566,0.0002307406,0.0003504092,0.00008057582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005696299,0.0002654359,0.03642142,0.0001973975,0.0002809158,0.000289702,0.0004267873,0.6208486,0.00824859,0.01662596,0.004686388,0.3111392],"study_design_scores_gemma":[0.000003571301,0.00001790691,0.00161296,0.000006129949,0.00001698775,0.00002996151,0.00001396195,0.99502,0.0009469723,0.002008264,0.0003171133,0.000006147923],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4927303,0.003350348,0.4912057,0.001557108,0.0001151806,0.00009413482,0.0006768648,0.001973201,0.008297159],"genre_scores_gemma":[0.9553012,0.0006076002,0.04096474,0.0001377743,0.00004480665,0.00002356859,0.00053899,0.00002865941,0.002352645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04122774,"threshold_uncertainty_score":0.08197552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04972216869009573,"score_gpt":0.3704188392561157,"score_spread":0.32069667056602,"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."}}