{"id":"W4223534682","doi":"10.29173/cjfy29802","title":"It's all about the Family: Research on Dutch Families with Multiple and Complex Problems","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"Family and Disability Support Research","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Supporter; Psychology; Developmental psychology; Nursing; Medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01124784,0.0003836695,0.0005809163,0.001096227,0.002581767,0.0005550951,0.00100824,0.0002149314,0.0001697006],"category_scores_gemma":[0.0005420216,0.0002867549,0.0001613236,0.0007671773,0.001482662,0.0002615664,0.0001274762,0.004144101,0.000004820877],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009623079,"about_ca_system_score_gemma":0.006829547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.242355,"about_ca_topic_score_gemma":0.2538669,"domain_scores_codex":[0.9922206,0.003821702,0.0007838586,0.0004510059,0.0009934782,0.001729358],"domain_scores_gemma":[0.9944673,0.001860692,0.0003327119,0.0004731267,0.0005684901,0.002297674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002926148,0.0005785155,0.4355178,0.0001634554,0.00113068,0.01406273,0.3790961,0.004988508,0.0007730031,0.01721293,0.1334901,0.01006009],"study_design_scores_gemma":[0.002473854,0.001752481,0.3447265,0.0001116903,0.00006463531,0.007148094,0.4983519,0.0001046373,0.000004829498,0.0009228491,0.1439921,0.0003464266],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646007,0.005130647,0.00003901765,0.006462276,0.0004754646,0.0004136692,0.0002673984,0.00001030984,0.02260051],"genre_scores_gemma":[0.9919912,0.0006261663,0.0001076113,0.006214349,0.0002282193,0.0000431016,0.00001760822,0.00007186158,0.0006998871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1192558,"threshold_uncertainty_score":0.9999585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059213607876844,"score_gpt":0.3600706985537685,"score_spread":0.2541493377660841,"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."}}