{"id":"W4246000607","doi":"10.24124/2014/bpgub1609","title":"A case study of teacher collaboration at Duchess Park Secondary School","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Thematic analysis; Feeling; Work (physics); Session (web analytics); Isolation (microbiology); Demographics; Psychology; Qualitative research; Medical education; Pedagogy; Engineering; Public relations; Political science; Sociology; Medicine; Social psychology; Business","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001507696,0.0002371834,0.0004250743,0.0001944293,0.001352157,0.0001088888,0.0002208518,0.0003599094,0.002485542],"category_scores_gemma":[0.000672064,0.0002196858,0.00006316837,0.0006949814,0.00005964975,0.0002309216,0.00005628989,0.0003974234,0.00004931351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006415278,"about_ca_system_score_gemma":0.001236967,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03278915,"about_ca_topic_score_gemma":0.6418352,"domain_scores_codex":[0.996986,0.001246176,0.0004771135,0.0004161108,0.000653165,0.0002214383],"domain_scores_gemma":[0.9981594,0.000142405,0.0004719005,0.0003192033,0.0007512026,0.0001558789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004759596,0.002141012,0.01590342,0.0002383631,0.0002548321,0.00033489,0.8902705,0.00001629769,0.001226566,0.004265866,0.06943581,0.01543642],"study_design_scores_gemma":[0.0008694798,0.0004331602,0.002723765,0.00006275588,0.0001266634,0.000006381474,0.9578048,0.00002108944,0.0002224762,0.0001180896,0.03720902,0.0004023261],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7356731,0.00009514418,0.000002429434,0.00007316261,0.0005999412,0.0008161463,0.00000937074,0.00007479975,0.2626559],"genre_scores_gemma":[0.8814806,0.00001676478,0.00004547063,0.00002806649,0.0002989822,0.00006651923,0.0001562437,0.00002530678,0.1178821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6090461,"threshold_uncertainty_score":0.999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02000944229581244,"score_gpt":0.3536109656605431,"score_spread":0.3336015233647307,"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."}}