{"id":"W2891740881","doi":"10.1080/02607476.2018.1516351","title":"Linking teaching and research in initial teacher education: knowledge mobilisation and research-informed practice","year":2018,"lang":"en","type":"article","venue":"Journal of Education for Teaching International Research and Pedagogy","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Fundação para a Ciência e a Tecnologia; International Council for Canadian Studies","keywords":"Practicum; Teacher education; Pedagogy; Process (computing); Mathematics education; Adaptation (eye); Space (punctuation); Professional development; Practice research; Psychology; Sociology; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04840543,0.0001203614,0.0001906236,0.002163653,0.002289695,0.0006356271,0.0003991482,0.0001655397,0.00006013906],"category_scores_gemma":[0.04013517,0.0001163252,0.00003681051,0.0003927393,0.001833309,0.001455758,0.0001559551,0.002849129,0.000008193783],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008411536,"about_ca_system_score_gemma":0.006589348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002794087,"about_ca_topic_score_gemma":0.002394673,"domain_scores_codex":[0.9927891,0.004412215,0.0005666631,0.0003293836,0.001343847,0.000558805],"domain_scores_gemma":[0.9853709,0.008934686,0.000230487,0.0001414003,0.004994918,0.0003275861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002652658,0.001051388,0.01062525,0.00007163739,0.00003487997,5.928369e-7,0.5300146,1.976965e-7,0.00007014824,0.1127551,0.01339083,0.3317201],"study_design_scores_gemma":[0.0003225931,0.0003577511,0.006167169,0.0002789451,0.000005231201,0.00002641924,0.4945217,0.00002584499,0.000009836963,0.01749819,0.4807072,0.00007910916],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7297791,0.003221228,0.0001338073,0.1499367,0.002204215,0.0007586112,0.000003070943,0.00001472296,0.1139486],"genre_scores_gemma":[0.9829592,0.0008036579,0.003253665,0.0001771826,0.006208926,0.00008928411,0.000009657728,0.00001823936,0.006480176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4673164,"threshold_uncertainty_score":0.9994513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4518694074984226,"score_gpt":0.657691478435028,"score_spread":0.2058220709366053,"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."}}