{"id":"W6981535776","doi":"","title":"Enhancing Understanding: Clarifying Teacher Mentor Roles in the Education of Pre-Service Teachers","year":2013,"lang":"en","type":"article","venue":"PDXScholar  (Portland State University)","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Practicum; Teacher education; Orientation (vector space); Student teacher; Professional development","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002023102,0.0001047146,0.0001039895,0.00008122672,0.0001398145,0.00001102582,0.0002657861,0.00004563087,0.0005929407],"category_scores_gemma":[0.000005656759,0.00008285094,0.00004038301,0.0002816477,0.0002913267,0.0004601744,0.000083753,0.0002264437,0.00006798986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005817727,"about_ca_system_score_gemma":0.0000270067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003513203,"about_ca_topic_score_gemma":0.001186203,"domain_scores_codex":[0.9991418,0.0001124416,0.0001324614,0.0002003358,0.0002410251,0.000171923],"domain_scores_gemma":[0.9996278,0.0000253478,0.0001183656,0.0001585334,0.00000410157,0.00006585923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001305506,0.001296405,0.821306,0.00005294866,0.00007835883,0.00003592623,0.1252165,0.002931808,0.03238105,0.0006051618,0.004713739,0.01125156],"study_design_scores_gemma":[0.0007870992,0.0001214432,0.6384943,0.00006950148,0.00005775413,0.00001161019,0.1793453,0.0002663795,0.0005132842,0.0008193442,0.1790443,0.0004696613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658387,0.00004596925,0.0006080793,0.0002868193,0.00003342727,0.0002161629,0.00000162632,0.00001038373,0.03295886],"genre_scores_gemma":[0.9914889,0.00005825272,0.0002586181,0.0002135504,0.000009530288,0.000002014032,0.000009090543,0.000007783684,0.007952226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1828117,"threshold_uncertainty_score":0.6492285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237123585663019,"score_gpt":0.1911861082803216,"score_spread":0.1788148724236915,"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."}}