{"id":"W4390584335","doi":"10.3389/feduc.2023.1248229","title":"Administrators’ perspectives on teachers breaking contract at international schools","year":2024,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas University; Queen's University","funders":"St. Thomas University","keywords":"Typology; Contract management; International school; Phenomenon; Psychological contract; Employment contract; Business; Work (physics); Pedagogy; Political science; Public relations; Sociology; Engineering; Marketing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002572475,0.0001039843,0.00009034668,0.000262338,0.0001665225,0.000360649,0.0001151124,0.00004085087,0.0008991408],"category_scores_gemma":[0.0001132169,0.00009978403,0.00005288095,0.00003627812,0.0000555212,0.0002661795,0.00001125681,0.0004143048,0.00010085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007728937,"about_ca_system_score_gemma":0.0001973493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00021375,"about_ca_topic_score_gemma":0.00007817608,"domain_scores_codex":[0.9992626,0.00006796086,0.0001452923,0.0002455303,0.0001429357,0.0001356934],"domain_scores_gemma":[0.9997445,0.00004139553,0.00004297697,0.000100159,0.00003228289,0.00003870787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000425636,0.0002401659,0.02180661,0.00002771426,0.0001017453,0.000008108287,0.4802322,0.00005343869,0.00004202388,0.164486,0.2175213,0.1154382],"study_design_scores_gemma":[0.0001035375,0.00004071493,0.002811774,0.0002483523,0.00001201992,0.000003848449,0.1809548,0.0005316572,0.00001617643,0.0009056908,0.8142222,0.0001492215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.767675,0.003224216,0.0001642299,0.003212415,0.01584508,0.0001538267,0.00001134049,0.0001952592,0.2095186],"genre_scores_gemma":[0.9778407,0.00004153691,0.0004316656,0.0001611065,0.001626095,0.00002546265,0.00003786355,0.0000198625,0.01981571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5967009,"threshold_uncertainty_score":0.9844961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419384233987927,"score_gpt":0.2877340380158412,"score_spread":0.273540195675962,"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."}}