{"id":"W2097245883","doi":"10.5539/ies.v6n7p165","title":"Writing Autobiographies: A Meaningful Way to Sensitize Trainee Teachers","year":2013,"lang":"en","type":"article","venue":"International Education Studies","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Practicum; Point (geometry); Biography; Psychology; Pedagogy; Mathematics education; Action (physics); Intervention (counseling); Literature; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005093936,0.0001119751,0.0001219065,0.0003895966,0.0005125175,0.0002361885,0.0002335403,0.00004177802,0.0006013525],"category_scores_gemma":[0.002878039,0.0001101552,0.00007091816,0.0004986494,0.0001853158,0.0005733459,0.00004810684,0.0001212645,0.0005068907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002035384,"about_ca_system_score_gemma":0.0002661448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006750822,"about_ca_topic_score_gemma":0.0008314472,"domain_scores_codex":[0.9987894,0.000102766,0.000260285,0.0002038179,0.0004173772,0.000226351],"domain_scores_gemma":[0.9969919,0.000633864,0.000127186,0.0001041655,0.002011956,0.0001309825],"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":[0.000004790997,0.0002007158,0.01083842,0.00001028687,0.0003056487,3.203816e-7,0.3186702,0.00002407913,0.0002716666,0.1823632,0.448139,0.03917168],"study_design_scores_gemma":[0.00005268725,0.00001149938,0.02082265,0.0000462452,0.0000126322,0.000001908351,0.3406378,0.000004745971,0.00001965113,0.005698494,0.6325566,0.0001350429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6612614,0.000634123,0.00004152166,0.1989388,0.004832584,0.0003002134,0.00000645515,0.0001085677,0.1338763],"genre_scores_gemma":[0.9626386,0.0004587754,0.003206497,0.005670476,0.001685325,0.000235125,0.00001069984,0.00001146271,0.02608303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3013772,"threshold_uncertainty_score":0.9998633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07370870212713186,"score_gpt":0.4435019003145165,"score_spread":0.3697931981873847,"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."}}