{"id":"W6927182261","doi":"10.25959/23247242","title":"Perceived child vulnerability and overprotective parenting in caregivers of twin children","year":2022,"lang":"en","type":"dissertation","venue":"UTAS Research Repository","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Psychosocial; Psychological intervention; Child protection; Scale (ratio); Health professionals","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001054822,0.0002054729,0.0005158591,0.0005240708,0.0003452846,0.00002960793,0.0001697094,0.000245479,0.0001756686],"category_scores_gemma":[0.0009739511,0.0001794226,0.0001235405,0.0004367174,0.0001846756,0.0000644599,0.0001181269,0.002069728,0.000001131662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003961653,"about_ca_system_score_gemma":0.0003387397,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007835857,"about_ca_topic_score_gemma":0.0003189474,"domain_scores_codex":[0.997126,0.0005966483,0.0004001519,0.0007137214,0.0008062634,0.0003572211],"domain_scores_gemma":[0.9988162,0.0001594043,0.0001591774,0.0004127055,0.0003464902,0.0001060292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005203898,0.0008410824,0.05744917,0.003645787,0.0006076815,0.0002866663,0.01532954,0.000007476405,0.8941996,0.00005447692,0.001538759,0.02083583],"study_design_scores_gemma":[0.0007305702,0.0004257023,0.851851,0.0008933526,0.00007702652,0.00007908238,0.005852504,0.00001280009,0.1392083,0.00002355252,0.0006122883,0.0002337593],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866462,0.002543155,2.532603e-8,0.000120133,0.0001761136,0.001418473,0.00004145979,0.0000175687,0.009036922],"genre_scores_gemma":[0.9956077,0.0002308689,0.00002451244,0.000006520064,0.0001772257,0.00001734155,0.0003084095,0.00003036529,0.003597077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7944019,"threshold_uncertainty_score":0.9987711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832060554700335,"score_gpt":0.3275260583262839,"score_spread":0.3092054527792805,"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."}}