{"id":"W2102364494","doi":"","title":"The Pygmalion principle: The practicum expectations and experiences of mature aged student teachers","year":2011,"lang":"en","type":"article","venue":"Issues in educational research","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Practicum; Psychology; Conformity; Phenomenology (philosophy); Resistance (ecology); Pedagogy; Student teacher; Qualitative research; Mathematics education; Teacher education; Social psychology; Sociology; Social 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001957031,0.00006783633,0.00007812114,0.0001551969,0.0006160288,0.00005373626,0.0006535338,0.00006329631,0.002026259],"category_scores_gemma":[0.001159382,0.00004339344,0.00002010095,0.0005072032,0.0006931244,0.0000893531,0.000120367,0.0005426835,0.00005402444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008375232,"about_ca_system_score_gemma":0.0003455225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007536086,"about_ca_topic_score_gemma":0.0006061369,"domain_scores_codex":[0.997611,0.001192953,0.0003099511,0.0001910039,0.0004598642,0.0002351693],"domain_scores_gemma":[0.9957826,0.003027237,0.0001113459,0.0006705675,0.0003452102,0.0000631151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002699554,0.0003793179,0.03086339,0.000004852467,0.00001328286,1.538515e-7,0.8217211,1.013618e-7,0.00001133998,0.1340818,0.01147108,0.001426673],"study_design_scores_gemma":[0.00005845736,0.00002529985,0.4486636,0.00001142514,0.000001203609,0.000002818176,0.52566,7.847481e-7,0.00002176506,0.001424266,0.024103,0.00002735257],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9098771,0.007657366,0.000001156391,0.0500561,0.0006092722,0.0004908291,0.000001498169,0.000006497089,0.03130019],"genre_scores_gemma":[0.9855877,0.0003294051,0.0004008448,0.00007989967,0.0001240851,0.001234976,0.000006608947,0.000008500792,0.01222794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4178002,"threshold_uncertainty_score":0.998886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2857532283949604,"score_gpt":0.6044562733064648,"score_spread":0.3187030449115044,"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."}}