{"id":"W2110878180","doi":"","title":"Why are New Teachers Leaving the Profession? Results of a Canada-Wide Survey","year":2013,"lang":"en","type":"article","venue":"Archipelago (University of Quebec in Montreal)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drop out; Medical education; Survey research; School teachers; Pedagogy; Psychology; Political science; Medicine; Public relations; Demographic economics; Applied psychology","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":[0.0008999262,0.00008577413,0.0001966646,0.00008080559,0.000319575,0.0000103203,0.0004478758,0.00005841646,0.00008372806],"category_scores_gemma":[0.0008246993,0.00007838075,0.00004790336,0.0003365061,0.0003905022,0.0001681201,0.00006763452,0.0002185098,0.000003974075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001712657,"about_ca_system_score_gemma":0.001159317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998163,"about_ca_topic_score_gemma":0.9999917,"domain_scores_codex":[0.9981949,0.0008807634,0.0001607552,0.0001688711,0.0003212806,0.0002733879],"domain_scores_gemma":[0.998376,0.0009516774,0.0002375579,0.0002118781,0.0001082621,0.0001146533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003659329,0.00004787501,0.1370223,0.000007273831,0.00002156383,0.000001651854,0.7289354,0.00001413217,0.000004029175,0.000183811,0.1153036,0.01842172],"study_design_scores_gemma":[0.0002091974,0.000004399681,0.5243444,0.00003117034,0.000004291415,2.860221e-8,0.47364,0.000004537493,0.00000122372,0.0004586593,0.001257376,0.00004478808],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8740469,0.00009408304,0.00002482782,0.1216729,0.0001041479,0.0002718348,0.00001022375,0.00001303847,0.003762024],"genre_scores_gemma":[0.9851457,0.00002652917,0.0001051489,0.0003041976,0.00002465327,5.398458e-7,0.000004738759,0.000004177053,0.01438432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3873221,"threshold_uncertainty_score":0.3196274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05277489467215687,"score_gpt":0.2782088831671126,"score_spread":0.2254339884949557,"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."}}