{"id":"W2123603470","doi":"10.2304/elea.2012.9.1.29","title":"Stitching Together a Teacher's Body of Knowledge: Frankie N. Stein's ePortfolio","year":2012,"lang":"en","type":"article","venue":"E-Learning and Digital Media","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Teacher education; Pedagogy; Pre-service teacher education; Identity (music); Process (computing); Psychology; Mathematics education; Ethnography; Narrative; Instrumentalism; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008906598,0.00008758911,0.00013357,0.00007714246,0.0002262452,0.0001154113,0.0000912194,0.00008578516,0.0002253047],"category_scores_gemma":[0.005755097,0.00008217557,0.0000354185,0.0001949267,0.000199585,0.001176349,0.00004549962,0.0002698355,0.00007701507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005032553,"about_ca_system_score_gemma":0.0001177126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001994839,"about_ca_topic_score_gemma":0.00002397395,"domain_scores_codex":[0.9989926,0.0001871171,0.0001614947,0.000136068,0.0002478522,0.0002748579],"domain_scores_gemma":[0.9988801,0.0006097049,0.0001725792,0.00007742138,0.00008206435,0.0001780654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001978309,0.0002972379,0.5798644,0.00001510944,0.00004007022,0.000001005088,0.1982598,0.000001487558,0.0002346044,0.004287666,0.0004629317,0.2165159],"study_design_scores_gemma":[0.0003388528,0.0001019629,0.1210763,0.00009461905,0.0000536249,0.000005105334,0.06778146,0.00002384529,0.0002436582,0.002192784,0.8077287,0.0003591005],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5584105,0.001311199,0.00006310428,0.00008257863,0.0005157834,0.00005813928,7.248983e-7,0.00003971103,0.4395183],"genre_scores_gemma":[0.9945723,0.00008289962,0.0003657665,0.000008675512,0.0008015914,0.00000643513,0.000003539136,0.00001396046,0.00414488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8072658,"threshold_uncertainty_score":0.6889805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077957251188613,"score_gpt":0.3530041366006252,"score_spread":0.3322245640887391,"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."}}