{"id":"W4393278388","doi":"10.5206/ijoh.2024.1.18166","title":"Editorial: Doing Excellent Qualitative Research","year":2024,"lang":"en","type":"editorial","venue":"International Journal on Homelessness","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Qualitative research; Computer science; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.08520486,0.0003998355,0.0006980345,0.001730221,0.00141128,0.003335173,0.002883307,0.001602606,0.0005188495],"category_scores_gemma":[0.03407248,0.000345056,0.0004516403,0.0008248359,0.00164247,0.0004772264,0.0004451199,0.01256651,0.001058943],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003338737,"about_ca_system_score_gemma":0.006722274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001691293,"about_ca_topic_score_gemma":0.0007479268,"domain_scores_codex":[0.9582331,0.01889747,0.0009658794,0.0007585753,0.02001731,0.001127715],"domain_scores_gemma":[0.9427073,0.04173882,0.0004568118,0.000297753,0.014189,0.000610302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00021787,0.0001177528,2.847414e-7,0.00006915216,0.0003309677,0.0002093558,0.1302181,0.000006315743,0.000007296926,0.04974011,0.8084534,0.01062938],"study_design_scores_gemma":[0.000345377,0.0001681764,1.859409e-7,0.001271865,0.00001575336,0.000001121352,0.08470333,0.000002734428,0.000009822907,0.09240127,0.8207684,0.0003119786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005975263,0.001269497,0.0005470686,0.009009095,0.9602833,0.0002675527,0.0003089161,0.0000790916,0.02817576],"genre_scores_gemma":[0.0005800751,0.01354785,0.0005982117,0.00003221684,0.9727646,0.00006452023,0.0000795121,0.000106957,0.01222609],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05113238,"threshold_uncertainty_score":0.9999002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2173423126933051,"score_gpt":0.6330132246396796,"score_spread":0.4156709119463744,"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."}}