{"id":"W2080501589","doi":"10.1002/tea.21060","title":"Emotional arousal of beginning physics teachers during extended experimental investigations","year":2013,"lang":"en","type":"article","venue":"Griffith Research Online (Griffith University, Queensland, Australia)","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Disappointment; Anger; Psychology; Context (archaeology); Mathematics education; Social psychology; Pedagogy","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":[0.001549976,0.0002926722,0.0007140845,0.0003474695,0.001213095,0.002033374,0.0003176226,0.0006672748,0.001876539],"category_scores_gemma":[0.01176021,0.0004357201,0.0002321154,0.0002036228,0.001420838,0.0004975935,0.001680344,0.001526386,0.0004918449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005567237,"about_ca_system_score_gemma":0.0003866251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001454792,"about_ca_topic_score_gemma":0.003523134,"domain_scores_codex":[0.9985431,0.0006445255,0.00008331514,0.0002267247,0.0003359811,0.0001662662],"domain_scores_gemma":[0.9947566,0.002043122,0.001235428,0.000315314,0.0006993561,0.0009501773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001483122,0.002332662,0.3339746,0.0004372165,0.00008797825,0.002705252,0.5380487,0.0001819333,0.07340223,0.0002989962,0.001616036,0.04543116],"study_design_scores_gemma":[0.00005962661,0.002446889,0.8096076,0.0001095616,0.00004816247,0.001293815,0.1728389,0.0003218034,0.00552315,0.0003161836,0.007351678,0.00008260828],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998633,0.00007361167,0.0001819248,0.0000581744,0.000007367147,0.00001946321,0.0000151188,0.000008628606,0.001002688],"genre_scores_gemma":[0.9981459,0.0001094568,0.0002294668,0.00006348547,0.0000101047,0.00006966227,0.00003441308,0.000007668928,0.001329786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002033374,"threshold_uncertainty_score":0.008197129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2537407178021165,"score_gpt":0.4684816222707068,"score_spread":0.2147409044685903,"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."}}