{"id":"W2533420513","doi":"10.5430/ijhe.v5n4p184","title":"Training Master’s Thesis Supervisors within a Professional Learning Community","year":2016,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supervisor; Professional development; Psychology; Institution; Professional learning community; Pedagogy; Action (physics); Medical education; Training (meteorology); Sociology; Management; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002385255,0.00009081239,0.0001196298,0.0002653147,0.0003697177,0.0001110166,0.0006284721,0.00007902853,0.001180633],"category_scores_gemma":[0.001648771,0.0000653514,0.00008141626,0.0001529268,0.0001488154,0.001669282,0.00003934487,0.0004473862,0.00003927325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006353228,"about_ca_system_score_gemma":0.001572959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003266059,"about_ca_topic_score_gemma":0.00008241797,"domain_scores_codex":[0.9970636,0.001466552,0.0004274353,0.00009386017,0.000799628,0.0001488706],"domain_scores_gemma":[0.9967867,0.0009456914,0.000796758,0.00009784875,0.001266628,0.0001064386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003067457,0.001345774,0.1590343,0.00001000358,0.0003046801,0.000005294563,0.317145,0.00004286219,0.00953541,0.06977762,0.00321259,0.4392798],"study_design_scores_gemma":[0.0007291308,0.0001771657,0.1927943,0.0006701437,0.00006122983,0.00007103522,0.1016094,0.000003556148,0.001005581,0.04994072,0.652648,0.0002898189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.907315,0.0001152889,0.0001919873,0.02692748,0.0138587,0.00008872627,0.000001189168,0.00002093898,0.05148074],"genre_scores_gemma":[0.9807032,0.00007152285,0.001946325,0.0003929517,0.002148073,0.0000113819,0.000002368213,0.00001330902,0.01471088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6494354,"threshold_uncertainty_score":0.9997324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1161925666102541,"score_gpt":0.4568374839971455,"score_spread":0.3406449173868914,"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."}}