{"id":"W2101528453","doi":"10.55016/ojs/ajer.v52i3.55156","title":"Initial Use of the Perceptions of Assessment Tasks Inventory (PATI) in English Secondary Schools","year":2006,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Psychology; Mathematics education; Applied psychology; Pedagogy; Medical education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01711999,0.000487995,0.001041641,0.002494351,0.001983673,0.002175472,0.0005521591,0.0006515929,0.001541042],"category_scores_gemma":[0.02504029,0.00104578,0.001078948,0.001631067,0.001594015,0.002117014,0.00364786,0.002433727,0.000701172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002783644,"about_ca_system_score_gemma":0.004275565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009086445,"about_ca_topic_score_gemma":0.01826924,"domain_scores_codex":[0.9931538,0.001973944,0.001016358,0.0005850566,0.002410431,0.0008602758],"domain_scores_gemma":[0.9817688,0.003889907,0.00257844,0.000814385,0.008495519,0.002452868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004242716,0.002801858,0.7382997,0.0003637256,0.00003754058,0.0006038407,0.1994983,0.0001561723,0.004211933,0.0006313547,0.001740144,0.05123107],"study_design_scores_gemma":[0.00004008054,0.002548714,0.9014615,0.0001655816,0.000025792,0.0001741833,0.08606199,0.0003992822,0.002128569,0.0002284628,0.006702706,0.00006309717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975987,0.00006349145,0.0003429793,0.000100062,0.00001327666,0.0003932922,0.0001102992,0.000007997583,0.001369801],"genre_scores_gemma":[0.9966292,0.0001249066,0.001097526,0.000112964,0.000007457657,0.0007051771,0.00016345,0.00001075005,0.001148533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01711999,"threshold_uncertainty_score":0.09054023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1006913907929002,"score_gpt":0.4659886682713977,"score_spread":0.3652972774784974,"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."}}