{"id":"W2184055050","doi":"10.36510/learnland.v2i1.284","title":"\"Who We Are Matters\": Exploring Teacher Identities Through Found Poetry","year":2008,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Identity (music); Narrative; Pedagogy; Poetry; Sociology; Teacher education; Mathematics education; Psychology; Literature; Art; Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002766643,0.000137356,0.0002289754,0.0000810211,0.001746957,0.0001002329,0.000222863,0.0001028512,0.0008557029],"category_scores_gemma":[0.0002331689,0.000136887,0.00009673103,0.000209867,0.0002172416,0.0004207551,0.00003394804,0.0004291582,0.0002905983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001151345,"about_ca_system_score_gemma":0.0001000802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530004,"about_ca_topic_score_gemma":0.00046745,"domain_scores_codex":[0.9985214,0.0002152375,0.0001759949,0.000263764,0.0003846599,0.0004388756],"domain_scores_gemma":[0.9994173,0.0001892064,0.0001117865,0.0001272559,0.00004421646,0.0001102197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001540294,0.00008042041,0.4256657,0.00004118633,0.00004673819,0.00006381532,0.4982086,0.0001315539,0.00001848244,0.003668384,0.07080574,0.001253973],"study_design_scores_gemma":[0.0001736542,0.00003187912,0.01350385,0.00006766211,0.00001388431,0.000008282454,0.1114383,0.000008182623,0.000005638253,0.0005121056,0.8740081,0.0002284624],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9004264,0.001820794,0.00007878885,0.006267582,0.001178635,0.00006172558,9.629975e-7,0.0004057556,0.08975932],"genre_scores_gemma":[0.938687,0.001076375,0.0001785025,0.0003005396,0.00149539,0.0000200409,0.000002890747,0.00002735609,0.05821197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8032023,"threshold_uncertainty_score":0.9995526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1733431903676552,"score_gpt":0.3490278077488511,"score_spread":0.1756846173811959,"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."}}