{"id":"W7035953671","doi":"","title":"Attrition of certified teachers in secondary education during the induction phase","year":2020,"lang":"en","type":"article","venue":"University of Groningen research database (University of Groningen / Centre for Information Technology)","topic":"Ethnobotanical and Medicinal Plants Studies","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attrition; Certification; Quarter (Canadian coin); Secondary education; Work (physics); Education economics","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":[0.0004384859,0.0000815106,0.0001935445,0.0001648553,0.0003921207,0.000005013655,0.000462645,0.0001279667,0.000128026],"category_scores_gemma":[0.0002297151,0.00005480878,0.000065865,0.0008610198,0.0005065909,0.00073966,0.0002651213,0.0003418592,0.000005686273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000920201,"about_ca_system_score_gemma":0.00007807676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001376428,"about_ca_topic_score_gemma":0.001480618,"domain_scores_codex":[0.9990954,0.00006890966,0.000176421,0.0001577826,0.0002727367,0.0002287588],"domain_scores_gemma":[0.9991361,0.0001334607,0.0002354425,0.00008602727,0.0003399701,0.0000689843],"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":[0.003856943,0.001033152,0.01182738,0.001315694,0.0002877849,0.00001178442,0.03862466,0.00005368794,0.3294786,0.005717141,0.009074181,0.5987191],"study_design_scores_gemma":[0.005139594,0.001609769,0.05474508,0.0006117352,0.0001036989,0.000005613807,0.7731297,0.0008228806,0.0191344,0.0003757828,0.1439343,0.0003873887],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913503,0.0001553023,0.00009734622,0.007047465,0.00002521518,0.0004614883,0.0003895576,0.00002975143,0.0004435717],"genre_scores_gemma":[0.9987189,0.0003175439,0.0004474607,0.00001408562,0.00001733007,2.51252e-7,0.0003862049,7.102446e-7,0.00009748778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7345051,"threshold_uncertainty_score":0.3015915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05356737228159925,"score_gpt":0.2654628683818274,"score_spread":0.2118954961002282,"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."}}