{"id":"W2165046764","doi":"10.1177/0733464808323451","title":"Pathways to Assisted Living","year":2008,"lang":"en","type":"article","venue":"Journal of Applied Gerontology","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Socioeconomic status; Race (biology); Quarter (Canadian coin); Assisted living; Gerontology; Grounded theory; Assisted Living Facility; Class (philosophy); Control (management); Psychology; Qualitative research; Social class; Medicine; Sociology; Environmental health; Geography; Political science; Gender studies; Computer science","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":[0.000564791,0.00007847496,0.0002644217,0.0001104619,0.0005181277,0.00001417678,0.0001907478,0.00007768941,0.0001337052],"category_scores_gemma":[0.0001775984,0.00006812446,0.00007008041,0.0001388878,0.0001353465,0.00007413117,0.00002602587,0.0001315426,0.00003304162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008081096,"about_ca_system_score_gemma":0.0001985509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006129279,"about_ca_topic_score_gemma":0.008093233,"domain_scores_codex":[0.9989949,0.00006962574,0.0003164389,0.00009897527,0.0002684225,0.0002515904],"domain_scores_gemma":[0.9991832,0.0001984577,0.0002509508,0.00007625782,0.0001529957,0.0001381016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006589718,0.0001321567,0.005569615,0.00000543826,0.000087357,0.00008347521,0.9031815,0.00002241094,0.0008601478,0.02430585,0.05870224,0.006983937],"study_design_scores_gemma":[0.0006702145,0.0003182422,0.6897662,0.00003830001,0.00006663921,0.0001729603,0.01437542,0.000005777507,0.0002097452,0.004365808,0.2896421,0.0003686181],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9467927,0.0002911225,0.001746356,0.001043019,0.0005017215,0.00009129814,5.259383e-7,0.00002313772,0.04951018],"genre_scores_gemma":[0.9958252,0.0002186222,0.002280341,0.0003919243,0.0007597234,0.000003762139,1.208666e-7,0.000005792893,0.0005145367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.888806,"threshold_uncertainty_score":0.4516214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06214726127618476,"score_gpt":0.3026237195699747,"score_spread":0.24047645829379,"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."}}