{"id":"W2573203954","doi":"","title":"“THE FIRST YEAR, THEY CRIED”: HOW TEACHERS ADDRESS TEST STRESS","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Mathematics education; Perception; Psychology; Stress (linguistics); Reading (process); Administration (probate law); Pedagogy; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003805414,0.00007795148,0.00008093526,0.0001400898,0.001033254,0.000383578,0.0001947451,0.00005403145,0.0001035083],"category_scores_gemma":[0.002107532,0.00006399688,0.00004365149,0.0001580294,0.0002428405,0.0001848415,0.000001675726,0.0001666068,0.000006206045],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001874984,"about_ca_system_score_gemma":0.008261656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003927304,"about_ca_topic_score_gemma":0.25457,"domain_scores_codex":[0.9992666,0.00007633216,0.0001742142,0.00007698401,0.0001752846,0.0002305601],"domain_scores_gemma":[0.9986193,0.000382667,0.0001623326,0.00007363102,0.0002319005,0.0005302077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009604497,0.0001070462,0.1262693,0.000005764919,0.00003248506,0.000002032828,0.2249348,0.000001183536,0.000002855684,0.4815345,0.1613487,0.005751704],"study_design_scores_gemma":[0.0001228853,0.00008929502,0.2943718,0.00002329781,0.00001134878,0.00001267145,0.09756748,2.398509e-7,0.000005945812,0.005305161,0.6023958,0.00009401541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03120543,0.0005793147,0.00000144849,0.9517601,0.0004227201,0.00007954636,0.00001695024,0.000003405356,0.01593109],"genre_scores_gemma":[0.9883394,0.00009950999,0.00004802495,0.001618115,0.002035041,0.000002902302,0.000004340638,0.000003979669,0.007848644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.957134,"threshold_uncertainty_score":0.9973606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06995691257705174,"score_gpt":0.3799068481250684,"score_spread":0.3099499355480166,"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."}}