{"id":"W4402741453","doi":"10.61959/fcfs3941e","title":"Families Count 2024","year":2024,"lang":"en","type":"report","venue":"","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001974144,0.0009693963,0.0007282634,0.003050491,0.00832273,0.006083243,0.002102262,0.002184317,0.3085597],"category_scores_gemma":[0.009885679,0.000465942,0.0006613526,0.003192237,0.001129492,0.003101166,0.004838115,0.003686331,0.1746131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01305707,"about_ca_system_score_gemma":0.0400006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4295177,"about_ca_topic_score_gemma":0.5171183,"domain_scores_codex":[0.9960417,0.0002701475,0.0001234445,0.0003254189,0.00222112,0.001018143],"domain_scores_gemma":[0.9939981,0.0002474465,0.0001835795,0.0002390629,0.003539136,0.001792763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000005829028,0.000003429046,0.0002092453,0.00002396027,0.000001025117,0.00001618565,0.00007195649,0.000008080396,0.00001333731,0.002345702,0.9737459,0.02355529],"study_design_scores_gemma":[0.000001177845,0.000002447362,0.0005214565,0.00003849575,5.027571e-7,0.00001653974,0.0001087742,0.000006484755,0.00001594682,0.000168686,0.9991154,0.000004180541],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002327119,0.008345751,0.001608565,0.05508083,0.02571745,0.0004711333,0.05692108,0.002923644,0.8466045],"genre_scores_gemma":[0.008271351,0.004533842,0.001268649,0.008912551,0.001519325,0.0003712779,0.02212733,0.001062166,0.9519333],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4295177,"threshold_uncertainty_score":0.9862556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02709530518870266,"score_gpt":0.336343082030251,"score_spread":0.3092477768415483,"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."}}