{"id":"W3182853348","doi":"10.35488/lps106.2021.5","title":"The Seasonality of Marriages and Baptisms in some Devon Seafaring Parishes","year":2021,"lang":"en","type":"article","venue":"Local Population Studies","topic":"Historical Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Historical demography; Seasonality; Demography; Population; Research methodology; Sample (material); Period (music); Geography; Demographic economics; Sociology; Economics; Biology; Ecology","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":[0.0003278696,0.0001113044,0.0001341142,0.001622998,0.0004658616,0.0006083272,0.0002485517,0.0001752307,0.002306404],"category_scores_gemma":[0.001188961,0.0001294674,0.0001257913,0.001920874,0.0006193358,0.0002949988,0.0004322761,0.0003201228,0.0001920736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009760872,"about_ca_system_score_gemma":0.0002860926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0869806,"about_ca_topic_score_gemma":0.1656172,"domain_scores_codex":[0.9997609,0.00005113788,0.00001675593,0.00005135453,0.00003592527,0.00008385607],"domain_scores_gemma":[0.9989016,0.0001903573,0.0005367149,0.00005308445,0.0001216376,0.0001966583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000470329,0.00001671648,0.9901302,0.00001195832,0.00002857667,0.0002338827,0.004402458,0.0001565118,0.0003346787,0.000212203,0.00030388,0.004121814],"study_design_scores_gemma":[4.613165e-7,0.000009739065,0.9979588,0.000001839606,0.000001640209,0.00003785747,0.001641424,0.00002952983,0.00001736989,0.000007875848,0.0002916108,0.000001886954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988815,0.0000837244,0.00002501393,0.00003375192,0.000002170134,0.000001548915,0.0002011931,0.000002481715,0.0007686204],"genre_scores_gemma":[0.9991562,0.00007763734,0.00001905706,0.00000547539,0.000004586594,0.000001462166,0.0001816717,0.000001283364,0.0005525813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0869806,"threshold_uncertainty_score":0.1729486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0663342113144443,"score_gpt":0.2704028936787765,"score_spread":0.2040686823643322,"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."}}