{"id":"W4399672230","doi":"10.18357/ijcyfs151202421962","title":"HEAR ME OUT!","year":2024,"lang":"en","type":"article","venue":"International Journal of Child Youth and Family Studies","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001265747,0.0008608042,0.0006636568,0.0008904287,0.009493665,0.006307986,0.001081467,0.002940424,0.4575229],"category_scores_gemma":[0.006814402,0.0004188438,0.0006475118,0.0005358084,0.00182884,0.005099417,0.006725744,0.007420729,0.3324851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009380284,"about_ca_system_score_gemma":0.002603979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007936293,"about_ca_topic_score_gemma":0.02375551,"domain_scores_codex":[0.9989883,0.0002481018,0.00002515414,0.00009086943,0.0003185872,0.0003289389],"domain_scores_gemma":[0.9966216,0.000232623,0.00009488449,0.0001193349,0.0007123738,0.002219166],"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":[0.00001525085,0.00003953289,0.0004729581,0.00002416927,0.000002106418,0.0001599286,0.001823605,0.000003043174,0.0001052706,0.001430436,0.9729178,0.02300593],"study_design_scores_gemma":[0.000005229639,0.00001318753,0.0009585102,0.0000681269,0.000002962901,0.000207501,0.008407508,0.000006170806,0.00003527834,0.0008069341,0.9894783,0.00001029987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004880725,0.004278237,0.0009926099,0.1574653,0.05240161,0.0001444229,0.0005616491,0.001013018,0.7782623],"genre_scores_gemma":[0.005796582,0.0008293141,0.0002926945,0.02553006,0.002156269,0.00006860136,0.00009550969,0.0002475784,0.9649833],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4575229,"threshold_uncertainty_score":0.7737777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04867048430783619,"score_gpt":0.3330010665232581,"score_spread":0.2843305822154218,"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."}}