{"id":"W2289974468","doi":"10.18806/tesl.v32i0.1220","title":"PBLA: Moving Toward Sustainability","year":2016,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Valuation (finance); Portfolio; Sustainability; Political science; Humanities; Sociology; Business; Art; Accounting","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03305485,0.0007917627,0.0005650093,0.002613387,0.008792264,0.02019845,0.003795609,0.004438716,0.01101964],"category_scores_gemma":[0.03957357,0.0004218432,0.0006685468,0.002648986,0.01380496,0.01613924,0.01924671,0.007252695,0.004074379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0380274,"about_ca_system_score_gemma":0.1538097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1538475,"about_ca_topic_score_gemma":0.1175403,"domain_scores_codex":[0.966482,0.01333283,0.0008387764,0.002092076,0.01425967,0.002994647],"domain_scores_gemma":[0.9725582,0.005403593,0.001133822,0.002138983,0.01233029,0.006435093],"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":[0.00003660793,0.0001721727,0.003397396,0.0005225581,0.00002517162,0.0001343582,0.00930533,0.001417874,0.0006184204,0.4779401,0.06670829,0.4397218],"study_design_scores_gemma":[0.00002231398,0.00008217122,0.002316536,0.001040399,0.00001354865,0.0001257376,0.009171991,0.001580274,0.0009726203,0.2090095,0.7756199,0.00004510717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02288072,0.01415493,0.1250632,0.4424194,0.002662374,0.0007042564,0.0003493837,0.001961351,0.3898045],"genre_scores_gemma":[0.5562313,0.02244527,0.205653,0.05096991,0.001191051,0.001488332,0.0009137522,0.00130394,0.1598034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1538475,"threshold_uncertainty_score":0.305904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907422060414993,"score_gpt":0.3134758133282294,"score_spread":0.2944015927240795,"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."}}