{"id":"W2041227836","doi":"10.1002/sce.20440","title":"Reproducing successful rituals in bad times: Exploring emotional interactions of a new science teacher","year":2011,"lang":"en","type":"article","venue":"Science Education","topic":"Humor Studies and Applications","field":"Psychology","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Queensland University of Technology","keywords":"Dialogical self; Attrition; Psychology; Pedagogy; Teacher education; Mathematics education; Ethnography; Science education; Professional development; Teaching method; Social psychology; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002381639,0.0004370877,0.0005800655,0.0008515064,0.006743862,0.005444483,0.0009463716,0.001918028,0.002124249],"category_scores_gemma":[0.007030399,0.0004301096,0.0003372235,0.0003063476,0.009219704,0.003270281,0.00544936,0.003137961,0.0004572706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001645457,"about_ca_system_score_gemma":0.0008174197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0020343,"about_ca_topic_score_gemma":0.004161924,"domain_scores_codex":[0.9973937,0.001675611,0.00005220123,0.0002232825,0.0003577865,0.0002974049],"domain_scores_gemma":[0.996579,0.002142631,0.0003475018,0.0002475768,0.0001841378,0.000499155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006907231,0.0001702865,0.005778866,0.00008725132,0.00001483484,0.002290881,0.9711522,0.0001345239,0.008847603,0.002012031,0.000753191,0.008689157],"study_design_scores_gemma":[0.00001951439,0.0002148126,0.01183517,0.0001026226,0.00001689983,0.002489905,0.9553943,0.0007912904,0.003125352,0.001841628,0.02410663,0.0000620133],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886047,0.0002274418,0.002932358,0.0014311,0.00004636882,0.00003448626,0.00001994701,0.00003003616,0.006673657],"genre_scores_gemma":[0.9958119,0.0001786016,0.001219945,0.0002573655,0.0000156122,0.00002612612,0.00001145734,0.00002596878,0.002452971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006743862,"threshold_uncertainty_score":0.01259547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1584492067634728,"score_gpt":0.4159996860956687,"score_spread":0.2575504793321959,"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."}}