{"id":"W2083651003","doi":"10.1080/713692741","title":"The 'Second Call': Faculty renewal and recommitment at midlife","year":2000,"lang":"en","type":"article","venue":"Quality in Higher Education","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; Commit; Sociology; Pedagogy; Student life; Public relations; Quality (philosophy); Psychology; Medical education; Political science; Medicine; Computer science; Library science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03261309,0.0002230511,0.0005980329,0.001883057,0.01343986,0.008946284,0.002453482,0.003803202,0.003557827],"category_scores_gemma":[0.1177799,0.0003922713,0.00056719,0.001432844,0.005490467,0.004477317,0.008621329,0.004628686,0.0008011318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01312652,"about_ca_system_score_gemma":0.02628735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03380724,"about_ca_topic_score_gemma":0.08494207,"domain_scores_codex":[0.9718046,0.01506399,0.001011849,0.0006972273,0.005330318,0.006092084],"domain_scores_gemma":[0.8817808,0.02146179,0.01537443,0.006311554,0.01247278,0.06259862],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001250878,0.00243615,0.3033569,0.0002922688,0.00006078922,0.001365907,0.3481002,0.0001596218,0.001315527,0.007639442,0.0244278,0.3095945],"study_design_scores_gemma":[0.00007056567,0.002296241,0.4512301,0.0004140314,0.00003290963,0.0005550375,0.5012783,0.0003614845,0.001009809,0.003628464,0.03896316,0.0001599343],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678677,0.0009104174,0.0005353665,0.02181626,0.0003026434,0.0001515666,0.00006672788,0.0000570349,0.008292363],"genre_scores_gemma":[0.9943491,0.0002382754,0.0005366059,0.002339576,0.00008032403,0.0001183089,0.00003380744,0.00001305072,0.002290975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9673869,"threshold_uncertainty_score":0.1724765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2832973337292996,"score_gpt":0.5245967118695213,"score_spread":0.2412993781402217,"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."}}