{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004671405,0.0009427184,0.0007532972,0.001413414,0.0013344,0.004999169,0.001368641,0.002311122,0.9482761],"category_scores_gemma":[0.002782086,0.0004219191,0.0005419553,0.000948897,0.0004773494,0.003237805,0.003424907,0.001566164,0.9020988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006560133,"about_ca_system_score_gemma":0.0009184543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009332506,"about_ca_topic_score_gemma":0.002296761,"domain_scores_codex":[0.9993712,0.00005883229,0.0000351596,0.0001807027,0.0002715704,0.00008254476],"domain_scores_gemma":[0.998656,0.0001957714,0.00006799715,0.000193374,0.0003850872,0.0005016754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005067177,0.00005582135,0.0002410915,0.0001781696,0.00000314154,0.0001325592,0.00009217649,0.00002989472,0.000523846,0.003086151,0.7932892,0.2023173],"study_design_scores_gemma":[0.000006182182,0.00001428177,0.0002552941,0.00005804071,0.000001221544,0.0001098134,0.00004958949,0.0000314236,0.00008829725,0.0004757357,0.9989059,0.000004182033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004920799,0.0007638495,0.0008170917,0.001310282,0.002363708,0.00008128969,0.001574485,0.002243886,0.9903533],"genre_scores_gemma":[0.001317005,0.000369024,0.0003023659,0.0007257248,0.0002575978,0.00002643573,0.0005726444,0.0004725427,0.9959566],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0517239,"threshold_uncertainty_score":0.07377785,"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."}}