{"id":"W6930307310","doi":"10.5281/zenodo.11874713","title":"nelson math 6 textbook pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lifelong learning; Focus (optics); Everyday life; Division (mathematics); Simple (philosophy)","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":[0.0004740653,0.001712277,0.001287758,0.002005413,0.001761658,0.007446959,0.002693538,0.002151585,0.9357725],"category_scores_gemma":[0.004288041,0.000940809,0.0009442361,0.002548549,0.0006406588,0.006766126,0.003155293,0.00318709,0.9198201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001894319,"about_ca_system_score_gemma":0.002842202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003604783,"about_ca_topic_score_gemma":0.008661783,"domain_scores_codex":[0.9992562,0.00004108862,0.0000524408,0.0001155097,0.0004645293,0.00007022027],"domain_scores_gemma":[0.9968967,0.0003409716,0.0001250723,0.0003569969,0.001699597,0.0005805786],"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":[0.00002147604,0.00004332032,0.00003497904,0.0001235759,0.000001223005,0.000039418,0.00001822624,0.00005590685,0.0002349944,0.002022434,0.9560474,0.04135712],"study_design_scores_gemma":[0.000008011382,0.00001333556,0.0001293532,0.0000646152,0.000001578194,0.00004723308,0.00003453913,0.00004717073,0.0001735153,0.001167141,0.9983065,0.000006946988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002035597,0.0004188481,0.001336861,0.0009612631,0.001346204,0.0001728411,0.004029496,0.004878753,0.9866521],"genre_scores_gemma":[0.000683306,0.0004213636,0.001024532,0.0005765205,0.000218629,0.00006432471,0.002247025,0.001744799,0.9930195],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06422752,"threshold_uncertainty_score":0.09161276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03033789624121155,"score_gpt":0.282347793225776,"score_spread":0.2520098969845645,"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."}}