{"id":"W1670868773","doi":"10.21083/irss.v14i0.718","title":"&lt;i&gt;Scottish Family Histories&lt;/i&gt; compiled by Joan P. S. Ferguson","year":2008,"lang":"en","type":"article","venue":"International Review of Scottish Studies","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History; Genealogy; Demography; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005880062,0.0003699004,0.0008989465,0.0002172726,0.0006457579,0.00005738312,0.0007278517,0.00006517773,0.002457462],"category_scores_gemma":[0.0008515411,0.0003648795,0.0003825696,0.0001417304,0.0009284911,0.0007592976,0.0002068771,0.0002088294,0.0002410067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006793587,"about_ca_system_score_gemma":0.0001294889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001248539,"about_ca_topic_score_gemma":0.0006814213,"domain_scores_codex":[0.9965771,0.0001352947,0.001139414,0.0005061127,0.001335378,0.0003066474],"domain_scores_gemma":[0.9966481,0.0003036963,0.000670069,0.0003135859,0.001959677,0.0001048778],"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":[0.00002731921,0.0002136893,0.0002405054,0.0008854146,0.0005073496,0.00002668352,0.001756753,8.535686e-7,0.0007148839,0.06006541,0.9340403,0.001520806],"study_design_scores_gemma":[0.0004822687,0.00009205539,0.001098981,0.002632163,0.0001119165,0.00002535356,0.000134073,0.000004446168,0.0001050185,0.0007539711,0.9941941,0.000365626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03685433,0.7544109,0.00002488962,0.002829163,0.0074973,0.0005987952,0.0006244646,0.0001578495,0.1970023],"genre_scores_gemma":[0.3436744,0.5151786,0.0003543468,0.004177873,0.001802775,0.0002133909,0.0004732256,0.00007680838,0.1340486],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3068201,"threshold_uncertainty_score":0.9998803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04913829547005951,"score_gpt":0.2843579588631815,"score_spread":0.235219663393122,"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."}}