{"id":"W4378416731","doi":"10.3138/jeunesse-2022-0024","title":"Children’s Participation in Colombia: Uses, Perceptions, and Feelings of the Media Environment","year":2023,"lang":"en","type":"article","venue":"Jeunesse Young People Texts Cultures","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Feeling; Perspective (graphical); Social media; Digital media; Politics; Psychology; Civic engagement; Public relations; Social psychology; Sociology; Political science; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002508877,0.0000823294,0.0001305671,0.00007588118,0.0002367833,0.00003938878,0.0001680749,0.0001149847,0.00004920461],"category_scores_gemma":[0.0003005224,0.00006083997,0.00003175538,0.0004574972,0.0002283413,0.0001322519,0.0001128823,0.0000922531,0.00002716418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005046095,"about_ca_system_score_gemma":0.00004056294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008094792,"about_ca_topic_score_gemma":0.03010954,"domain_scores_codex":[0.9990952,0.00006033918,0.0001917484,0.0001753108,0.0002674082,0.0002100049],"domain_scores_gemma":[0.9996783,0.00007015341,0.00007286396,0.0001216646,0.00001892517,0.00003806485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004010305,0.00005254793,0.9482779,0.000005094155,0.000006037579,4.625529e-7,0.04266112,0.00001232573,0.0002225823,0.005019496,0.002899455,0.0008389928],"study_design_scores_gemma":[0.0001715307,0.000006145186,0.9902101,0.00001285398,0.000007757882,9.317574e-7,0.005628536,0.000005575496,0.0001263496,0.002206352,0.001541919,0.00008194405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962671,0.0001145119,0.000001249022,0.002236769,0.000115036,0.0002563147,0.000009147016,0.00008332713,0.0009164905],"genre_scores_gemma":[0.9986909,0.0005711856,0.00002111358,0.00003661756,0.00004461208,0.00004175876,0.0000233277,0.000005915541,0.0005645851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04193223,"threshold_uncertainty_score":0.9875885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01163747229803809,"score_gpt":0.2762495312415462,"score_spread":0.2646120589435081,"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."}}