{"id":"W7013666672","doi":"","title":"Situated analytics","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Manitoba","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007918024,0.001039696,0.0005956951,0.001555257,0.0013385,0.00860579,0.001211814,0.001520178,0.079772],"category_scores_gemma":[0.003356196,0.000421908,0.0004945226,0.001956291,0.002315321,0.008790864,0.004368322,0.002549006,0.03015305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001822517,"about_ca_system_score_gemma":0.00202638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0021373,"about_ca_topic_score_gemma":0.003888848,"domain_scores_codex":[0.9990907,0.000226724,0.00003484693,0.0001920455,0.0003883382,0.00006730926],"domain_scores_gemma":[0.9989728,0.0004730911,0.00002681541,0.0002920911,0.0001524812,0.00008284317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009556728,0.00002311689,0.0001230005,0.0001405711,0.000007080573,0.00004933771,0.0009240813,0.0005734735,0.0002523348,0.7508811,0.1142047,0.1328117],"study_design_scores_gemma":[0.000002231902,0.000003087822,0.00008139676,0.0001600458,0.000003319409,0.00005355769,0.0003543132,0.0008754842,0.0002076967,0.3819284,0.6163248,0.000005751342],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.00125686,0.005640159,0.1068403,0.003991881,0.0009930084,0.00005617789,0.0004643116,0.001434058,0.8793232],"genre_scores_gemma":[0.05166293,0.007745793,0.04902319,0.001522535,0.0007957451,0.0001606802,0.001857399,0.001487989,0.8857437],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.079772,"threshold_uncertainty_score":0.2668639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4402471966142609,"score_gpt":0.4540383421413937,"score_spread":0.01379114552713279,"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."}}