{"id":"W4386334848","doi":"10.4018/978-1-6684-8822-5.ch008","title":"Administrative Communications Among School Leaders and Special Education Teachers During COVID-19","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in logistics, operations, and management science book series","topic":"Impact of Education Environments","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Thematic analysis; Coronavirus disease 2019 (COVID-19); Special education; Pedagogy; Medical education; Administration (probate law); School administration; Psychology; Political science; Sociology; Qualitative research; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001115573,0.0001630419,0.0001917327,0.0007950519,0.007867649,0.003612335,0.0007093662,0.0006182978,0.004170215],"category_scores_gemma":[0.002549543,0.0002481915,0.0001149731,0.001149579,0.002360124,0.001307707,0.001603076,0.001540211,0.0003765499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01380398,"about_ca_system_score_gemma":0.01525295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2520553,"about_ca_topic_score_gemma":0.679492,"domain_scores_codex":[0.998947,0.0003108167,0.00003482571,0.00007106423,0.0002646851,0.0003716305],"domain_scores_gemma":[0.9979273,0.0007808539,0.0003302946,0.00003946756,0.0004720863,0.0004501338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003580523,0.00006846696,0.03420946,0.0001281334,0.000003684897,0.001030499,0.9106638,0.00007982628,0.001080405,0.002544941,0.01239779,0.03775718],"study_design_scores_gemma":[0.000002972362,0.00004162934,0.04406269,0.0001449143,0.000003770556,0.0002106141,0.8812413,0.00004960121,0.000336907,0.0001580274,0.07373454,0.00001307154],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9594219,0.001348856,0.0002401201,0.002826343,0.0001067122,0.00004154936,0.00008949926,0.00003009526,0.03589499],"genre_scores_gemma":[0.9633156,0.001410759,0.0002517856,0.0004141539,0.00002099313,0.00003065423,0.00009559272,0.00001641673,0.03444405],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2520553,"threshold_uncertainty_score":0.5011764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0708754875026785,"score_gpt":0.3889563541213347,"score_spread":0.3180808666186562,"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."}}