{"id":"W4378672587","doi":"10.32920/23257208","title":"Blizzard","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Historical and Political Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sheridan College","funders":"","keywords":"Daughter; Refugee; Genealogy; Political science; Geography; History; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005521444,0.0009061283,0.0004672784,0.002138287,0.004848043,0.004715613,0.0006232297,0.001780786,0.4184017],"category_scores_gemma":[0.002233616,0.0004538924,0.0002690171,0.00164992,0.001039852,0.002580151,0.001548951,0.001768707,0.2117517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004584196,"about_ca_system_score_gemma":0.003105158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09032982,"about_ca_topic_score_gemma":0.1947354,"domain_scores_codex":[0.9993131,0.00005550356,0.00001869887,0.0002013933,0.0003155348,0.0000957201],"domain_scores_gemma":[0.9988995,0.0001094263,0.00003521866,0.00009387173,0.0005874144,0.0002745822],"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":[0.00002092013,0.000009745267,0.0001842325,0.00003118066,0.000001442491,0.00006382578,0.0001973851,0.00002514137,0.0001283681,0.01106798,0.9482031,0.04006668],"study_design_scores_gemma":[0.000001208792,0.00000218463,0.0002539456,0.00002377818,6.405283e-7,0.00003972063,0.0000753295,0.00001326252,0.00006684406,0.0003555383,0.9991645,0.000003137646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001334436,0.01260393,0.0009118057,0.01164255,0.004974662,0.00004166554,0.001647825,0.0007868153,0.9660563],"genre_scores_gemma":[0.004586177,0.002959258,0.0003777664,0.0007647082,0.0003425588,0.00001097011,0.0003985011,0.0003464517,0.9902136],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5815983,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2536355320851262,"score_gpt":0.4254665981693621,"score_spread":0.1718310660842359,"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."}}