{"id":"W4397022163","doi":"10.36367/ntqr.20.1.2024.e1013","title":"EXPLORING ARTS-BASED METHODS IN UNPAID CAREGIVING CONTEXTS: A SCOPING REVIEW","year":2024,"lang":"en","type":"review","venue":"New Trends in Qualitative Research","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; McMaster University","funders":"","keywords":"The arts; Unpaid work; Sociology; Psychology; Visual arts; Art; Engineering; Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.03970562,0.0004824978,0.002096995,0.00337046,0.0003404001,0.0003154241,0.0008725011,0.000299252,0.0002936505],"category_scores_gemma":[0.00585445,0.0004372511,0.0006520856,0.006950255,0.0003921251,0.0003860822,0.000262033,0.002243903,0.00007410618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002747129,"about_ca_system_score_gemma":0.004908928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006112849,"about_ca_topic_score_gemma":0.03462931,"domain_scores_codex":[0.9734374,0.02106231,0.001538739,0.001076172,0.001720654,0.001164784],"domain_scores_gemma":[0.9889576,0.009694397,0.0002433977,0.0004539464,0.0003890691,0.0002615945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000002815322,0.00002654319,8.065997e-7,0.04427299,0.00003924172,0.00004856945,0.03437499,0.000003091547,3.190116e-7,0.04658575,0.001319647,0.8733252],"study_design_scores_gemma":[0.0001047534,0.00004004637,5.14124e-7,0.5744963,0.00005413463,5.709457e-7,0.01125147,0.00003956458,2.645419e-7,0.0008613883,0.4127793,0.0003716886],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002083044,0.9803132,0.0005564224,0.001040148,0.0006282133,0.001146908,0.00003060418,0.00005149398,0.01623096],"genre_scores_gemma":[0.00001448379,0.9895801,0.003806724,0.00007809541,0.0004534305,0.00161179,0.00008517394,0.00008989266,0.004280339],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8729535,"threshold_uncertainty_score":0.999808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.797411259737014,"score_gpt":0.730493015327459,"score_spread":0.06691824440955496,"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."}}