{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001166117,0.0002449733,0.000438201,0.0006598058,0.00121052,0.001033122,0.0002632453,0.0003208405,0.001022637],"category_scores_gemma":[0.007519327,0.0003405402,0.0005277462,0.0005670713,0.0004611032,0.0005485093,0.001316111,0.0008357788,0.00009006645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006786896,"about_ca_system_score_gemma":0.0006403271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03105501,"about_ca_topic_score_gemma":0.03809435,"domain_scores_codex":[0.9993401,0.0001711048,0.00007643776,0.0001233877,0.0001766129,0.0001122688],"domain_scores_gemma":[0.9983585,0.0002179418,0.0007620428,0.0001423255,0.0001440419,0.0003751106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006059259,0.0000261601,0.9925683,0.00001325236,0.00005490464,0.0002205131,0.004924884,0.00002220666,0.0002969,0.00007129522,0.00007138217,0.001669764],"study_design_scores_gemma":[0.000003695765,0.00003948146,0.9941916,0.00002234237,0.00002876213,0.0006746316,0.004575148,0.00008828761,0.0000923543,0.00009706814,0.0001803037,0.00000640169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995359,0.0001630499,0.00003135936,0.00003354475,0.000004713156,0.000002071011,0.00001905933,3.934106e-7,0.0002098773],"genre_scores_gemma":[0.999656,0.0001368916,0.00005643129,0.00001488281,0.000002498075,0.000004406613,0.00003378389,7.586602e-7,0.00009435846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03105501,"threshold_uncertainty_score":0.0617485,"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."}}