{"id":"W7100885574","doi":"","title":"Calgary Prepared by:","year":2008,"lang":"en","type":"article","venue":"","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005339358,0.0007507699,0.0008436237,0.001441311,0.002103091,0.004106613,0.001035153,0.001626243,0.5011519],"category_scores_gemma":[0.002040649,0.0004182543,0.0003253912,0.001908475,0.0006184799,0.002185547,0.002428958,0.002274096,0.3206307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00188997,"about_ca_system_score_gemma":0.002725514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02577531,"about_ca_topic_score_gemma":0.08072459,"domain_scores_codex":[0.9996089,0.00003271134,0.00002229939,0.00009699865,0.0001909968,0.00004808779],"domain_scores_gemma":[0.9988047,0.000114465,0.00005291994,0.0000778802,0.0006736169,0.0002765441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001248289,0.000004416012,0.000057638,0.0001048363,0.000001511621,0.00006098269,0.00006138904,0.00002984013,0.0001364347,0.0006774229,0.9502811,0.04857197],"study_design_scores_gemma":[0.000002292914,0.000003477077,0.0003364561,0.0001135258,0.000001002011,0.00002959503,0.0001379259,0.000009939288,0.00005143314,0.0001557919,0.9991556,0.000002959936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001677863,0.06964315,0.001211427,0.03061185,0.04501165,0.0002946004,0.003015534,0.001102163,0.8474318],"genre_scores_gemma":[0.001363546,0.00785452,0.0002889542,0.002255898,0.0006626173,0.00002563862,0.0004768009,0.0001555308,0.9869164],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4988481,"threshold_uncertainty_score":0.7115462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03674919203276319,"score_gpt":0.2122382300800649,"score_spread":0.1754890380473017,"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."}}