{"id":"W2095707051","doi":"","title":"Stand Together or Fall Alone: Narratives from Former Teachers","year":2012,"lang":"en","type":"article","venue":"Narrative Works","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Theme (computing); Style (visual arts); Pedagogy; Psychology; Sociology; Social psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006752578,0.001221165,0.001049208,0.001955051,0.01799286,0.008739764,0.002076469,0.003351568,0.002788394],"category_scores_gemma":[0.02001842,0.001542699,0.0004882051,0.001909841,0.01508063,0.009105881,0.008355557,0.007624828,0.0008413366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007396205,"about_ca_system_score_gemma":0.003281886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02250633,"about_ca_topic_score_gemma":0.04686848,"domain_scores_codex":[0.9920569,0.004856539,0.0004587921,0.0005348385,0.000896278,0.001196687],"domain_scores_gemma":[0.9806106,0.01286898,0.002387912,0.0003675373,0.00111819,0.002646727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001515453,0.000007440205,0.0008915845,0.00002518417,0.000001518883,0.0004978862,0.997452,0.000008474192,0.0001569194,0.0002890406,0.0001963628,0.0004584186],"study_design_scores_gemma":[0.000001571992,0.00000853186,0.0004459217,0.00004970839,0.000001757093,0.0002077212,0.9936594,0.00001311842,0.0001278054,0.00007430547,0.005404534,0.000005633786],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852647,0.001612782,0.0009781012,0.003997471,0.0001507162,0.00006081755,0.0001563033,0.00001667382,0.007762398],"genre_scores_gemma":[0.991788,0.00154272,0.0003602238,0.0006091013,0.00004803589,0.00005714269,0.00009983689,0.00003888277,0.005456201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02250633,"threshold_uncertainty_score":0.05366349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1236035985569031,"score_gpt":0.4007135803273769,"score_spread":0.2771099817704737,"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."}}