{"id":"W7005431272","doi":"","title":"The Rise of Single Fathers: A Ninefold Increase Since 1960","year":2013,"lang":"en","type":"report","venue":"Issue Lab (Candid)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Current Population Survey; Population; Statistical analysis; Quarter (Canadian coin); Term (time); Research methodology; Developed country","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005974952,0.0003896311,0.0005312794,0.00008538533,0.0001051741,0.00008594056,0.0006572035,0.0005021832,0.0001580668],"category_scores_gemma":[0.0005772401,0.0002893009,0.0003493379,0.000176891,0.0002704501,0.000005408458,0.0003559873,0.000234884,0.00004259416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008269052,"about_ca_system_score_gemma":0.0003931271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005708329,"about_ca_topic_score_gemma":0.0009317009,"domain_scores_codex":[0.9978429,0.0001357805,0.0005756589,0.0005705631,0.0005111911,0.0003639103],"domain_scores_gemma":[0.9970495,0.00004757562,0.0006241304,0.001509939,0.0006516472,0.0001172778],"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":[0.00005806232,0.0001925554,0.0006859683,0.0001405475,0.0005156546,0.00002804613,0.0000476009,0.000001709113,0.4284724,0.000007303347,0.5554244,0.01442575],"study_design_scores_gemma":[0.0001393827,0.0001618099,0.00004467699,0.00007911507,0.0001779919,0.00001920987,0.00003063317,0.000009789775,0.2587947,0.00003089064,0.7402602,0.0002516351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.205375,0.1527773,0.001004979,0.001105104,0.0005972275,0.002774775,0.0003386587,0.0002954658,0.6357315],"genre_scores_gemma":[0.7342942,0.03180401,0.001167639,0.0002340947,0.002552447,0.0002584172,0.000911954,0.000280579,0.2284967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5289192,"threshold_uncertainty_score":0.9999559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172952374132574,"score_gpt":0.2749169998630796,"score_spread":0.2631874761217539,"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."}}