{"id":"W7162038638","doi":"10.82308/44353","title":"Mandatory legal representation for children in custody, access and child protection proceedings","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Children's Rights and Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Jurisprudence; Representation (politics); Child protection; Order (exchange); Best interests; Legal research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00731871,0.0002711389,0.0003141931,0.001106105,0.008524572,0.005433874,0.001577607,0.003110265,0.007515061],"category_scores_gemma":[0.01453775,0.0002844461,0.0003844156,0.001046913,0.01554873,0.003124486,0.004943992,0.003917809,0.0005883749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01074223,"about_ca_system_score_gemma":0.03158781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1154697,"about_ca_topic_score_gemma":0.2400722,"domain_scores_codex":[0.9907826,0.003281243,0.0003681316,0.0007600661,0.002633185,0.002174871],"domain_scores_gemma":[0.9918919,0.004744941,0.001107347,0.000506224,0.001027359,0.0007222289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009995735,0.00002640759,0.001294972,0.00003837026,0.000004296886,0.0003017229,0.03494689,0.0001076993,0.0004024647,0.9387588,0.006018068,0.01809034],"study_design_scores_gemma":[0.0000649881,0.0001643769,0.02887027,0.001449002,0.00009549353,0.001768003,0.05026004,0.001013532,0.004463961,0.2545431,0.6571731,0.0001340308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1037983,0.002392841,0.007432474,0.0191832,0.0001970577,0.0001476611,0.0001167261,0.00004503189,0.8666867],"genre_scores_gemma":[0.9311184,0.001287113,0.004255845,0.002129233,0.0001300426,0.0001028706,0.00006239583,0.00002275176,0.06089126],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1154697,"threshold_uncertainty_score":0.2295951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03309166491395375,"score_gpt":0.3681281409952133,"score_spread":0.3350364760812596,"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."}}