{"id":"W4296065948","doi":"10.1353/cye.2022.0012","title":"Frontmatter","year":2022,"lang":"en","type":"article","venue":"Children Youth and Environments","topic":"Children's Rights and Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut Alam Sekitar dan Pembangunan, Universiti Kebangsaan Malaysia; Graduate Center; College of Engineering, Michigan State University; Chiba University; Universidade Federal de Santa Catarina; University of Colorado Boulder; Turun Yliopisto; Sapienza Università di Roma; Universidad de Valladolid; Technische Universiteit Eindhoven; University of Southern California; University of Southampton; University of Alberta; Helsingin Yliopisto; California State University, Monterey Bay; Claremont Graduate University; University College Cork; University of Northern British Columbia; Boston College; University of Ottawa; Leeds Beckett University; Durham University; University of Canberra; University of Otago; Michigan State University; City University of New York; Deakin University; Universidad de Castilla-La Mancha; University of Cincinnati; Queensland University of Technology; Colorado State University; Universiteit van Amsterdam; Georgia State University; North Carolina State University; University of Sheffield; Yale University","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001646375,0.00006003665,0.00006305297,0.00002409204,0.0009942113,0.00002778,0.00009019823,0.00002038872,0.00346117],"category_scores_gemma":[0.000003955911,0.00005547194,0.00002351689,0.00003921027,0.0001009897,0.00007730549,0.00007525767,0.00008204032,0.0001328649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000416395,"about_ca_system_score_gemma":0.000008782678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008195553,"about_ca_topic_score_gemma":0.00002480757,"domain_scores_codex":[0.9992454,0.00009127019,0.00008220701,0.0001574174,0.0002368958,0.0001868215],"domain_scores_gemma":[0.9997727,0.000008130866,0.0000336867,0.00009141155,8.188663e-7,0.00009330831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002027357,0.0001378105,0.9156218,7.939461e-7,0.00003582249,0.000001422075,0.0695628,0.0000744963,0.000029433,0.001586102,0.005070051,0.007859221],"study_design_scores_gemma":[0.000411756,0.00003787184,0.918065,0.000001336847,0.00002857312,0.000001093478,0.001882721,0.000007539749,0.00001514383,0.0004169527,0.07898519,0.0001468525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881378,0.00009568808,0.00003619875,0.0004309244,0.0001166315,0.0001389166,0.00004992986,0.0000166983,0.01097723],"genre_scores_gemma":[0.9919888,0.00001953664,0.00002005338,0.0004879361,0.0001149435,0.00001251745,0.00008100454,0.000006429776,0.007268739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07391514,"threshold_uncertainty_score":0.9974498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747674881137803,"score_gpt":0.2360387131483841,"score_spread":0.2185619643370061,"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."}}