{"id":"W7133447373","doi":"","title":"Teacher well-being and the Covid-19 pandemic : quantitative and qualitative surveys in French-speaking Belgium","year":2023,"lang":"en","type":"article","venue":"ORBi UMONS","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Pandemic; Qualitative research; Data collection; Qualitative analysis; Qualitative property; Agency (philosophy)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.006670293,0.0001655537,0.0002857551,0.0002034869,0.000264575,0.0000289859,0.0001180934,0.00009865635,0.0002058452],"category_scores_gemma":[0.0006638928,0.0001248515,0.00003897537,0.0005261176,0.0004086407,0.00007650049,0.0001171218,0.0003573899,0.000115518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001800962,"about_ca_system_score_gemma":0.0001467597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04448954,"about_ca_topic_score_gemma":0.03019485,"domain_scores_codex":[0.9953767,0.003349378,0.000300417,0.0004164336,0.0001398692,0.0004172189],"domain_scores_gemma":[0.9942145,0.005285594,0.0001020419,0.0002122366,0.00001710512,0.0001685605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001191538,0.00006612895,0.3540737,0.00009685179,0.00005800145,0.0000586801,0.6038809,0.000006430199,0.00006658787,0.03339616,0.004130968,0.004046509],"study_design_scores_gemma":[0.005647994,0.0002168193,0.7613735,0.00007135718,0.000039854,0.0000391841,0.1851223,0.0004201871,0.000003713376,0.02221363,0.02446557,0.0003858641],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766893,0.0008934771,0.00102764,0.008790787,0.0003311475,0.0005534337,0.00002873491,0.0001227711,0.01156275],"genre_scores_gemma":[0.9951246,0.0003653963,0.00004495748,0.001492095,0.0000462911,0.00009624763,0.00002036672,0.00002207742,0.00278797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4187585,"threshold_uncertainty_score":0.9875016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1608120899719974,"score_gpt":0.4790411310729487,"score_spread":0.3182290411009512,"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."}}