{"id":"W4224009243","doi":"10.12968/eyed.2022.23.10.7","title":"The problem with Family Hubs","year":2022,"lang":"en","type":"article","venue":"Early Years Educator","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Solidarity; Psychology; Sociology; Public relations; Political science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.01570874,0.0003867611,0.0006638789,0.00181155,0.01310366,0.006077759,0.001887942,0.005877465,0.009036995],"category_scores_gemma":[0.02445401,0.000358532,0.0004752138,0.001514393,0.02494512,0.02140713,0.008683909,0.008705663,0.0008232272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005994997,"about_ca_system_score_gemma":0.005712293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01232896,"about_ca_topic_score_gemma":0.02015165,"domain_scores_codex":[0.9939731,0.003368835,0.0001275053,0.0008642983,0.0007487079,0.0009175102],"domain_scores_gemma":[0.9834646,0.009122867,0.001217686,0.001266557,0.001943962,0.002984365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004483983,0.00003708419,0.003706225,0.0001376202,0.00002407544,0.000886352,0.06993733,0.0003087648,0.0001240694,0.8070702,0.06480658,0.05291681],"study_design_scores_gemma":[0.00004189403,0.0000817095,0.003744682,0.000987043,0.00003106466,0.002247723,0.162089,0.0006161408,0.0003137486,0.4013267,0.4284428,0.00007754589],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09179411,0.01427725,0.02818719,0.7050452,0.004416623,0.00008565922,0.0001358575,0.0003691228,0.155689],"genre_scores_gemma":[0.9345903,0.006443493,0.004642043,0.03335215,0.001332918,0.0001297354,0.00002929582,0.0001208415,0.01935915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01570874,"threshold_uncertainty_score":0.08307678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007663321036866694,"score_gpt":0.2516492190607461,"score_spread":0.2439858980238794,"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."}}