{"id":"W2790754460","doi":"10.5430/ijhe.v7n2p68","title":"Do Prospective Teachers have Anxieties about Teaching Mathematics?","year":2018,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Test (biology); Anxiety; Scale (ratio); Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001102238,0.00009210949,0.0001097194,0.0002313374,0.0002724427,0.0001649327,0.000405679,0.00008013317,0.0008178459],"category_scores_gemma":[0.0003273804,0.00007996442,0.00006846723,0.00007229771,0.000155539,0.0007126373,0.00003232511,0.0002649975,0.00004368625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005175332,"about_ca_system_score_gemma":0.0007061927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001233953,"about_ca_topic_score_gemma":0.00003144041,"domain_scores_codex":[0.9984207,0.0001472179,0.0003696343,0.0001126734,0.0008129873,0.0001368337],"domain_scores_gemma":[0.9980649,0.0000884257,0.0004876487,0.00006848779,0.001210627,0.00007987455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007775545,0.0008758686,0.1992691,0.000006807047,0.0002464076,0.000002639822,0.3338839,0.000001653688,0.001000719,0.2928833,0.07574754,0.0960042],"study_design_scores_gemma":[0.0003906067,0.00006419134,0.4022148,0.0003065174,0.00002276398,0.0000101765,0.02477278,0.000001741925,0.0004721061,0.05262414,0.5189499,0.0001702077],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7775611,0.0003311193,0.0006344665,0.01615977,0.01205603,0.0002145932,0.00000170848,0.00003994924,0.1930013],"genre_scores_gemma":[0.9538449,0.00003077108,0.006220812,0.0003713743,0.003771816,0.000007773927,0.000004134276,0.00001107237,0.03573731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4432024,"threshold_uncertainty_score":0.8954839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0258012170284623,"score_gpt":0.3947337274623696,"score_spread":0.3689325104339073,"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."}}