{"id":"W4240733921","doi":"10.1002/9781119085621.wbefs396","title":"Single Fathers","year":2016,"lang":"en","type":"other","venue":"Encyclopedia of Family Studies","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Cohabitation; Scholarship; Single mothers; Marital status; Single parent; Psychology; Gender studies; Demographic economics; Sociology; Developmental psychology; Demography; Political science; Law; Economics; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.0002762204,0.0002044371,0.00041574,0.0002072014,0.0001899099,0.000009036059,0.0002664824,0.0002795502,0.0002614033],"category_scores_gemma":[0.000311114,0.0001504911,0.0001279804,0.0001596881,0.0008564892,0.00003882082,0.00007471855,0.0001196296,0.0002451258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009365149,"about_ca_system_score_gemma":0.0001288781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007215522,"about_ca_topic_score_gemma":0.00233534,"domain_scores_codex":[0.9986867,0.0001257189,0.0002536046,0.0002487701,0.0003966531,0.0002885245],"domain_scores_gemma":[0.9990385,0.0003032016,0.0002843084,0.0002184131,0.00009239364,0.00006325466],"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":[0.00000206033,0.00004150464,0.0009661645,0.00004370335,0.0002505951,0.000002924917,0.005069987,3.29134e-7,0.00001079199,0.01439262,0.9712601,0.007959215],"study_design_scores_gemma":[0.0001279455,0.00002131651,0.0003368387,0.0002820716,0.00004849484,4.726957e-8,0.008281138,1.523632e-7,3.521296e-7,0.001744356,0.9889525,0.0002047705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002065101,0.02108897,0.00003709724,0.0004216721,0.002294121,0.0002637237,0.00005557535,0.0001459811,0.9754863],"genre_scores_gemma":[0.0004466389,0.09556426,0.000584563,0.0000579444,0.0007797364,0.00001867817,0.000003466877,0.0001439646,0.9024007],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0744753,"threshold_uncertainty_score":0.6136848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05841904279835652,"score_gpt":0.3419632927532956,"score_spread":0.283544249954939,"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."}}