{"id":"W4284890211","doi":"10.1111/nin.12511","title":"Code poverty: An adaptation of the social‐ecological model to inform a more strategic direction toward nursing advocacy","year":2022,"lang":"en","type":"article","venue":"Nursing Inquiry","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University; University of Alberta","funders":"University of Alberta","keywords":"Adaptation (eye); Poverty; Social ecological model; Code (set theory); Sociology; Nursing; Psychology; Ecology; Political science; Computer science; Medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007030035,0.0002507848,0.0002908064,0.000242246,0.001728649,0.0001141813,0.0004577572,0.0001615113,0.00007513585],"category_scores_gemma":[0.0001302047,0.0002373114,0.0001491838,0.0009624664,0.0003774029,0.0005830701,0.00001715924,0.0006460418,0.000006247259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484707,"about_ca_system_score_gemma":0.0004479031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001113856,"about_ca_topic_score_gemma":0.00002094801,"domain_scores_codex":[0.9972828,0.000478004,0.0004791125,0.0004490326,0.0008122029,0.0004988313],"domain_scores_gemma":[0.9987786,0.0001253792,0.0003796493,0.0003993711,0.0001820621,0.0001349091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001763869,0.002864654,0.0003917255,0.0000628472,0.00003051699,0.000001182058,0.797902,0.075306,0.004711873,0.004683354,0.01460419,0.0976778],"study_design_scores_gemma":[0.001263212,0.001373216,0.03465168,0.0003714828,0.0003624072,0.00009137029,0.8032806,0.1350315,0.001363878,0.01822221,0.00324084,0.000747621],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9235149,0.0001252732,0.002627828,0.05873585,0.009191168,0.0007332263,0.00001921732,0.0002486994,0.004803843],"genre_scores_gemma":[0.9950748,0.000001035947,0.001379048,0.002531953,0.0005931234,0.00006161858,0.00005681689,0.00005372925,0.0002478758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09693018,"threshold_uncertainty_score":0.999571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1786357530430974,"score_gpt":0.4017810624503057,"score_spread":0.2231453094072083,"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."}}