{"id":"W4226136295","doi":"10.1080/23311886.2022.2059139","title":"A discourse on aging in contemporary Ghana","year":2022,"lang":"en","type":"article","venue":"Cogent Social Sciences","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Construct (python library); Respite care; Sociology; Narrative; Psychology; Social psychology; Social constructionism; Gerontology; Developmental psychology; Social science; Medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007975795,0.0007066319,0.0004874274,0.001486808,0.01011526,0.004239731,0.0008634333,0.002408573,0.002649484],"category_scores_gemma":[0.008700664,0.0002901758,0.0001780102,0.002420178,0.01985276,0.009090155,0.004956736,0.002694334,0.0002755698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01018397,"about_ca_system_score_gemma":0.005099617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01464961,"about_ca_topic_score_gemma":0.01093984,"domain_scores_codex":[0.9966639,0.002531701,0.0001273297,0.0001649504,0.0001902415,0.0003218865],"domain_scores_gemma":[0.9945987,0.003913252,0.0005608033,0.0001220722,0.0003655744,0.0004396195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001480997,0.000009802132,0.000633282,0.00007661773,7.837268e-7,0.0004599454,0.9679334,0.00001729024,0.0002809202,0.02581033,0.001028185,0.003734713],"study_design_scores_gemma":[0.000006506554,0.00002491065,0.001346004,0.0005595898,0.000004859999,0.0002696266,0.8991271,0.00009317716,0.0002836535,0.006101836,0.09217068,0.0000121165],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7810575,0.02617395,0.002602136,0.1190731,0.001356628,0.00008992299,0.00008602469,0.0000452222,0.06951562],"genre_scores_gemma":[0.9867666,0.005634562,0.0005462237,0.002501989,0.000186594,0.00004866027,0.0000225025,0.00001667417,0.00427616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01464961,"threshold_uncertainty_score":0.07389027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2738077616048212,"score_gpt":0.5051294645276792,"score_spread":0.231321702922858,"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."}}