{"id":"W4366989022","doi":"10.51964/hlcs13984","title":"PRDH and IMPQ 1800–1849 Quebec Historical Family Reconstitution. Content, Design and Biographical Completeness","year":2023,"lang":"en","type":"article","venue":"Historical Life Course Studies","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Population; Genealogy; Historical demography; Family tree; Geography; History; Sociology; Ethnology; Demography; Research methodology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004219486,0.0004276007,0.001105742,0.0001980161,0.004902539,0.000110778,0.0001659712,0.000124208,0.00003994537],"category_scores_gemma":[0.0004116702,0.0003093661,0.0002787628,0.0003642209,0.001325933,0.0001987675,0.0002220081,0.0003041385,0.00005626285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00376552,"about_ca_system_score_gemma":0.00006510481,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008641561,"about_ca_topic_score_gemma":0.004697241,"domain_scores_codex":[0.997481,0.0001894927,0.0006477848,0.0006632726,0.0004526245,0.0005658214],"domain_scores_gemma":[0.9981397,0.000617722,0.0001820845,0.0002012147,0.0004780406,0.0003812623],"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":[0.00009320532,0.0001942924,0.001503448,0.0001172261,0.001091794,0.00007045296,0.02516411,0.000005459112,0.00003869238,0.0791877,0.888962,0.003571587],"study_design_scores_gemma":[0.0005425652,0.0002044568,0.001261764,0.00003798766,0.000550546,0.000003895736,0.008595719,0.00008822064,3.556688e-7,0.001463749,0.9867103,0.0005404837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1832255,0.4369384,0.001871203,0.3555203,0.01395129,0.00203118,0.0001570638,0.002360147,0.003944924],"genre_scores_gemma":[0.7498819,0.09295833,0.0008136791,0.002750195,0.004500485,0.0006186928,0.00005204181,0.0001256102,0.148299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5666564,"threshold_uncertainty_score":0.9999359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1914982131838831,"score_gpt":0.2688846789855365,"score_spread":0.07738646580165337,"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."}}