{"id":"W7092300183","doi":"10.7939/82517","title":"ATESL Best Practices for Adult EAL and LINC Programming in Alberta","year":2022,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Morphological variations and asymmetry","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Best practice; Good practice","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":[],"consensus_categories":[],"category_scores_codex":[0.003394979,0.0002940239,0.0002254647,0.002844828,0.00400269,0.003954235,0.002475314,0.001097345,0.0473484],"category_scores_gemma":[0.006148319,0.0003431035,0.0003184956,0.003107439,0.001832247,0.001292885,0.00333979,0.001605998,0.008539909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02322618,"about_ca_system_score_gemma":0.06438687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7436735,"about_ca_topic_score_gemma":0.9149193,"domain_scores_codex":[0.997844,0.0003227318,0.0001095725,0.0001936576,0.0009824603,0.0005475861],"domain_scores_gemma":[0.9921551,0.0007069556,0.0002118546,0.0004333666,0.00384244,0.00265019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001221415,0.0002079901,0.02119167,0.0003054114,0.000008447184,0.001197343,0.008492472,0.001297142,0.0020746,0.03080288,0.2187787,0.7155213],"study_design_scores_gemma":[0.00001594424,0.00004501306,0.04149631,0.0005988877,0.0000104144,0.0008038416,0.01083335,0.0007461435,0.001867613,0.005230189,0.9382961,0.00005612222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1294185,0.0115935,0.02748204,0.051565,0.001080244,0.0003300969,0.004273521,0.007589383,0.7666677],"genre_scores_gemma":[0.3509327,0.008765143,0.1004291,0.005684772,0.0002254678,0.0002581689,0.004118874,0.002660239,0.5269256],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2563265,"threshold_uncertainty_score":0.5156721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03455722567120946,"score_gpt":0.2544170479679758,"score_spread":0.2198598222967663,"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."}}