{"id":"W2278859042","doi":"10.20533/licej.2040.2589.2010.0015","title":"Supporting Associate Teaching and Mentoring of Teacher Candidates: Building a Community of Practice","year":2010,"lang":"en","type":"article","venue":"Literacy Information and Computer Education Journal","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Mathematics education; Pedagogy; Psychology; Medical education; Computer science; Sociology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00505464,0.00005933924,0.0001068778,0.000149038,0.001188781,0.000330845,0.0001027319,0.00004300228,0.00002142914],"category_scores_gemma":[0.001436083,0.00005546789,0.00002005037,0.0001080183,0.0000564353,0.003216026,0.00006480225,0.000762679,3.317095e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005510761,"about_ca_system_score_gemma":0.0003296279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001420719,"about_ca_topic_score_gemma":0.00003265076,"domain_scores_codex":[0.9985455,0.0006516032,0.0004471881,0.00003588717,0.000208094,0.000111684],"domain_scores_gemma":[0.9982427,0.000303965,0.0008271505,0.00006797272,0.0004446865,0.0001135318],"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":[0.00001041359,0.00008952698,0.01352598,0.00002625268,0.00001437077,4.504977e-8,0.5537797,0.000002662086,0.0002663976,0.0150777,0.0003876057,0.4168194],"study_design_scores_gemma":[0.0009166764,0.0002100232,0.05421473,0.0005268104,0.00006125865,0.00008852022,0.1784627,0.004981476,0.0002738562,0.003084429,0.7568602,0.000319313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874151,0.00004051114,0.003387131,0.001033611,0.0005517549,0.0000765257,0.000001951616,0.00001197969,0.007481377],"genre_scores_gemma":[0.9772888,0.00002677664,0.02207445,0.0002980136,0.0002133006,0.000001270174,0.000004999728,0.000002155873,0.00009021824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7564726,"threshold_uncertainty_score":0.9143261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009036845519154598,"score_gpt":0.3732338519042756,"score_spread":0.364197006385121,"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."}}