{"id":"W4303107322","doi":"10.46692/9781447313656.007","title":"Access to records and family reunification","year":2015,"lang":"en","type":"other","venue":"","topic":"Legal Systems and Judicial Processes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Family reunification; Computer science; Genealogy; Geography; History; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003598089,0.00008120669,0.0001477114,0.00009830374,0.00009038835,0.0002081948,0.0002362216,0.0001853832,0.0007209097],"category_scores_gemma":[0.0001474071,0.00006969814,0.000009782666,0.0002590299,0.0000558088,0.0001091046,0.00004980607,0.00005163989,0.0002066065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003764992,"about_ca_system_score_gemma":0.000238321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1920795,"about_ca_topic_score_gemma":0.1171403,"domain_scores_codex":[0.9992698,0.00005207318,0.00009672687,0.0001958752,0.0002509131,0.0001345836],"domain_scores_gemma":[0.9995532,0.00001361013,0.00007272661,0.000112701,0.00008519372,0.0001625487],"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":[0.000001266088,0.000003939618,0.000116185,0.00001463437,0.000004185869,3.310712e-7,0.0006837284,1.282312e-8,0.000001367494,0.004243268,0.9879392,0.006991879],"study_design_scores_gemma":[0.00003087236,0.00001145406,0.0001320764,0.00005717648,0.000004974527,5.623668e-8,0.0006954616,1.882219e-7,5.527832e-7,0.0007318791,0.9982241,0.0001112462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003598685,0.0006234951,0.00006714724,0.001363382,0.0005389315,0.0003351957,0.00001011567,0.0001724203,0.9968534],"genre_scores_gemma":[0.004026539,0.0003476921,0.0001186127,0.0004973907,0.001314038,0.0000166662,0.000005532445,0.0000681536,0.9936054],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07493915,"threshold_uncertainty_score":0.8989696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07185045756388912,"score_gpt":0.371956698856067,"score_spread":0.3001062412921779,"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."}}