{"id":"W4386396773","doi":"10.14482/indes.31.02.814.456","title":"¿Qué investigamos cuando estudiamos la violencia en redes sociales en Colombia? Una revisión sistemática de la literatura","year":2023,"lang":"es","type":"article","venue":"Investigación & Desarrollo","topic":"Political Dynamics in Latin America","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.008011261,0.001093539,0.001569506,0.0005499722,0.001612255,0.001996479,0.002009213,0.001718354,0.0001581661],"category_scores_gemma":[0.02957154,0.001159206,0.0006698758,0.004014763,0.01206036,0.0006544291,0.0008502282,0.002034418,0.0009949236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00144513,"about_ca_system_score_gemma":0.004133394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001540625,"about_ca_topic_score_gemma":0.00007826033,"domain_scores_codex":[0.9823042,0.01030658,0.001527571,0.001507078,0.001734562,0.002620022],"domain_scores_gemma":[0.9791703,0.01696074,0.0006544692,0.00105803,0.0003775152,0.001778943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009127368,0.0003172889,0.05240567,0.0009246967,0.0004611187,0.0005414892,0.01915485,0.000123329,0.005343766,0.9011571,0.01339524,0.00608418],"study_design_scores_gemma":[0.002392311,0.0005960462,0.09579932,0.006881174,0.0008521655,0.0000823369,0.004234497,0.005965831,0.0005845022,0.6350926,0.2445774,0.002941852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8328695,0.002676006,0.0000821057,0.01942799,0.001155988,0.001863895,0.0004619388,0.00183542,0.1396272],"genre_scores_gemma":[0.982254,0.004303201,0.005390182,0.003318892,0.001658917,0.0002837786,0.00008169642,0.00021655,0.00249282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2660646,"threshold_uncertainty_score":0.9997829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131783967126286,"score_gpt":0.361397020948078,"score_spread":0.3400791812768151,"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."}}