{"id":"W2560608566","doi":"10.36510/learnland.v9i1.757","title":"Reflecting Selves: Pre-Service Teacher Identity Development Explored Through Material Culture","year":2015,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Articulation (sociology); Identity (music); The arts; Pedagogy; Meaning (existential); Context (archaeology); Sociology; Teacher education; Professional development; Psychology; Aesthetics; Visual arts; Art; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002873332,0.0001689487,0.0001630339,0.0000444474,0.0005815384,0.0004045083,0.0001611578,0.00005608476,0.001837236],"category_scores_gemma":[0.00007911028,0.0001352399,0.00002985719,0.00005905116,0.00002150465,0.0006417038,0.00009139329,0.0002030555,0.0005675266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007274525,"about_ca_system_score_gemma":0.0001676719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001494107,"about_ca_topic_score_gemma":0.00116023,"domain_scores_codex":[0.9988796,0.00008475398,0.0002629896,0.000238363,0.0002784104,0.0002559148],"domain_scores_gemma":[0.9994787,0.00001537403,0.0001220263,0.0001071545,0.0001846025,0.00009214988],"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":[0.00005332425,0.00008226157,0.004821307,0.00004353341,0.00005683029,0.000002221418,0.9609641,0.00008620437,0.00004732688,0.003956435,0.02880395,0.00108246],"study_design_scores_gemma":[0.0003087193,0.0000310539,0.0007535306,0.00004194285,0.00001087543,0.000003294856,0.05564186,0.00003104598,0.0003211733,0.0005877112,0.9420419,0.0002269487],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8792356,0.0001081224,0.0001714541,0.000482131,0.001268716,0.0001384561,0.000001331651,0.0003567765,0.1182374],"genre_scores_gemma":[0.9387257,0.000006855069,0.002863423,0.0005189676,0.001216041,0.00005675729,0.0001258213,0.00002675888,0.05645972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9132379,"threshold_uncertainty_score":0.9990752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08029035224080067,"score_gpt":0.3121506640130687,"score_spread":0.2318603117722681,"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."}}