{"id":"W2783276037","doi":"10.1080/14780887.2017.1416799","title":"Engagement in practice: Introduction to a special issue of <i>Qualitative Research in Psychology</i>","year":2018,"lang":"en","type":"article","venue":"Qualitative Research in Psychology","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Scholarship; Qualitative research; Sociology; Psychology; Engaged scholarship; Epistemology; Social science; Political science","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.2065797,0.000195025,0.0004983452,0.003442997,0.0006616645,0.00005987916,0.001273315,0.0003134443,0.001226904],"category_scores_gemma":[0.01560824,0.0002151816,0.00005161463,0.008384308,0.00305881,0.0003692646,0.00042123,0.004038972,0.0009929035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006839415,"about_ca_system_score_gemma":0.0004212557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01537865,"about_ca_topic_score_gemma":0.02542769,"domain_scores_codex":[0.8077103,0.1865163,0.001060722,0.001038912,0.002016607,0.001657093],"domain_scores_gemma":[0.9813995,0.01551322,0.0001777821,0.0008844936,0.001806197,0.0002188602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001585676,0.001493571,0.0002779165,0.00003855842,0.00003214079,0.00004270247,0.8527914,0.0000049207,0.0004506916,0.04505953,0.05558933,0.04263353],"study_design_scores_gemma":[0.0009048536,0.001389661,0.00138775,0.00009122396,0.00000146318,0.000001014803,0.5195968,0.000001899718,0.0000425482,0.03270597,0.4437555,0.0001213167],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2575465,0.0003333354,0.0001599449,0.3213402,0.001242899,0.002102817,0.0000109885,0.00003448637,0.4172288],"genre_scores_gemma":[0.980334,0.001639934,0.007295734,0.002910519,0.005836547,0.0008082126,0.00001825554,0.00004959396,0.001107163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7227876,"threshold_uncertainty_score":0.9997849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5633153622969537,"score_gpt":0.7123024799024009,"score_spread":0.1489871176054473,"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."}}