{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01305241,0.0003993115,0.0004100507,0.002282113,0.01390785,0.007930724,0.003823786,0.002471862,0.006495312],"category_scores_gemma":[0.02659565,0.0006568337,0.0004674352,0.0007954646,0.005396564,0.005306514,0.01388096,0.002617009,0.001268798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002800858,"about_ca_system_score_gemma":0.02393713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0057183,"about_ca_topic_score_gemma":0.02034838,"domain_scores_codex":[0.9889935,0.006392147,0.0002999669,0.000882322,0.00158357,0.001848581],"domain_scores_gemma":[0.9580688,0.006964314,0.002465866,0.001849072,0.003358365,0.02729362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001960756,0.004184781,0.05562364,0.0004040048,0.00003457889,0.004626102,0.3935704,0.0003280496,0.004851485,0.005337041,0.01550669,0.5153372],"study_design_scores_gemma":[0.0002017359,0.002575236,0.04065317,0.0009643108,0.0000571305,0.004270764,0.7193145,0.001892168,0.001635844,0.005850841,0.2224092,0.0001750297],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9308252,0.0009416451,0.0107662,0.0155176,0.000450685,0.001222067,0.00001989245,0.0003035853,0.03995313],"genre_scores_gemma":[0.9768353,0.0007165681,0.01353875,0.00077996,0.0001327301,0.0002724116,0.00002683221,0.00004415311,0.007653262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01390785,"threshold_uncertainty_score":0.06902856,"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."}}