{"id":"W4317039962","doi":"10.32920/21909096.v1","title":"What Participants Value: Practices and Outcomes at Family Resource Programs (English)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resource (disambiguation); Empowerment; Value (mathematics); Service (business); Process (computing); Citizen journalism; Service provider; Psychology; Public relations; Knowledge management; Business; Political science; Computer science; Marketing; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.01395409,0.0003777386,0.0003499497,0.001181941,0.008102547,0.007824277,0.001462279,0.001780796,0.01085461],"category_scores_gemma":[0.03740228,0.000305305,0.0003687053,0.001169645,0.004932702,0.005493683,0.006508813,0.001841861,0.002175257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005862003,"about_ca_system_score_gemma":0.005427625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01864634,"about_ca_topic_score_gemma":0.02067463,"domain_scores_codex":[0.987558,0.008084563,0.0002734268,0.0005859353,0.001787448,0.001710568],"domain_scores_gemma":[0.9857421,0.005305636,0.00129472,0.0005817683,0.003662154,0.003413541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006487619,0.0003468234,0.01046135,0.0001669716,0.00000531782,0.0007341619,0.9442024,0.000032098,0.0006571267,0.002108643,0.004292678,0.03692755],"study_design_scores_gemma":[0.00001592612,0.0002289905,0.01815896,0.0002271819,0.00001287867,0.000226962,0.9505884,0.00004687907,0.001009833,0.001141128,0.02831029,0.00003254069],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9119191,0.0003360175,0.001398773,0.008339904,0.0001131819,0.0005933205,0.000480989,0.0001168878,0.07670177],"genre_scores_gemma":[0.969681,0.0003222122,0.001212128,0.001195664,0.00002135753,0.0007692238,0.0001746236,0.00008498173,0.02653865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01864634,"threshold_uncertainty_score":0.07379717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.162914079243218,"score_gpt":0.4091287834969325,"score_spread":0.2462147042537145,"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."}}