{"id":"W4285019096","doi":"10.7146/ageculturehumanities.v6i.133332","title":"Population","year":2022,"lang":"en","type":"article","venue":"Age Culture Humanities An Interdisciplinary Journal","topic":"","field":"","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Population; Medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003961426,0.0004425379,0.0005150302,0.001739382,0.001317091,0.001415599,0.0007041577,0.0005500381,0.1635854],"category_scores_gemma":[0.002270741,0.0002196621,0.0003699511,0.001958381,0.0002208642,0.001233133,0.001519686,0.0009995297,0.09735306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006087695,"about_ca_system_score_gemma":0.001415846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01168555,"about_ca_topic_score_gemma":0.01387885,"domain_scores_codex":[0.9994492,0.0001038357,0.00004295134,0.0001265774,0.0001435672,0.0001338157],"domain_scores_gemma":[0.9995628,0.00005303167,0.00004035772,0.00004038733,0.0001810267,0.0001223197],"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":[0.0002591981,0.0005937714,0.1531917,0.0005474554,0.0001079123,0.0007952521,0.003264645,0.0002796927,0.001613818,0.03343115,0.5618669,0.2440485],"study_design_scores_gemma":[0.00005634274,0.0002726775,0.1378684,0.0001831615,0.00006271835,0.00113118,0.003516678,0.0003486452,0.0005635996,0.002931491,0.8530323,0.00003279007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1248552,0.002860466,0.00431458,0.008162518,0.002058096,0.001185029,0.1383046,0.001231227,0.7170284],"genre_scores_gemma":[0.1932933,0.004051642,0.001577512,0.005563756,0.00076195,0.002216044,0.05602311,0.0002925023,0.7362202],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8364146,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04123522367136537,"score_gpt":0.327921082074176,"score_spread":0.2866858584028106,"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."}}