{"id":"W3132412780","doi":"10.51964/hlcs9299","title":"An Overview of the BALSAC Population Database. Past Developments, Current State and Future Prospects","year":2020,"lang":"en","type":"article","venue":"Historical Life Course Studies","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Université de Montréal; Université du Québec à Chicoutimi; McGill University; Université Laval","keywords":"Population; Database; Genealogy; Geography; Record linkage; Period (music); State (computer science); Data science; Political science; History; Sociology; Demography; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002579556,0.00008454646,0.0002262635,0.00001528687,0.0005225544,0.00001940464,0.0001700968,0.00001098598,0.00001306492],"category_scores_gemma":[0.0001925809,0.00005653014,0.00004029715,0.0002774547,0.00009834292,0.0001723568,0.0001329,0.00008544534,0.000002219462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000108812,"about_ca_system_score_gemma":0.00007379345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001375021,"about_ca_topic_score_gemma":0.0004759573,"domain_scores_codex":[0.9989263,0.0001537051,0.0002069496,0.0002009589,0.0003730001,0.0001390648],"domain_scores_gemma":[0.9994966,0.00004093936,0.0001376344,0.0001203842,0.00007336851,0.000131085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002603251,0.0002946506,0.621395,0.0003881814,0.0002930964,0.00000273942,0.06104587,0.00000831803,0.00005071625,0.03133311,0.1085096,0.1766527],"study_design_scores_gemma":[0.00009063954,0.00002104243,0.3085053,0.00005836679,0.00009710256,4.856471e-8,0.00208429,0.00002361965,0.000001465169,0.0002823787,0.6887167,0.0001190605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3201455,0.5678632,0.0003628421,0.1002758,0.006261957,0.001636697,0.0005626943,0.00020347,0.00268789],"genre_scores_gemma":[0.969269,0.028704,0.0003628195,0.0004008583,0.001098177,0.00001045255,0.00002220538,0.000007961857,0.0001245304],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6491235,"threshold_uncertainty_score":0.4019119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1185926835119926,"score_gpt":0.3820818332840979,"score_spread":0.2634891497721053,"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."}}