{"id":"W6930090257","doi":"10.5281/zenodo.12502192","title":"dynamic math grade 9 pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Precalculus; Math education; Olympiad; Workbook; Grading (engineering); Online learning; Coding (social sciences); Elementary mathematics","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":[0.0005714241,0.001844399,0.001359088,0.002074602,0.001734172,0.008545393,0.002831277,0.002370981,0.9587223],"category_scores_gemma":[0.005043095,0.0007641063,0.001216361,0.001824015,0.0006398729,0.00591628,0.003908249,0.002945797,0.9484959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442508,"about_ca_system_score_gemma":0.001490589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003251888,"about_ca_topic_score_gemma":0.005510419,"domain_scores_codex":[0.9991885,0.00004470326,0.00004309587,0.0001233694,0.0004871362,0.0001131542],"domain_scores_gemma":[0.9968615,0.0003679041,0.0001015513,0.0004003132,0.001547916,0.000720838],"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":[0.00003500599,0.00004885696,0.00003848739,0.000107179,0.000001774507,0.00004020662,0.00002020126,0.00004809716,0.0003054938,0.001394926,0.9592315,0.03872818],"study_design_scores_gemma":[0.00001473202,0.00002725189,0.0002516914,0.00006068782,0.000002111446,0.00005714086,0.00004192768,0.00005894526,0.0002874649,0.001020219,0.9981676,0.0000102836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000292251,0.0001791633,0.00134564,0.0006548681,0.001255742,0.0002027333,0.004700239,0.005709097,0.9856603],"genre_scores_gemma":[0.001079572,0.0001878836,0.0006733289,0.0004154071,0.0001863821,0.00007522767,0.001960754,0.002145113,0.9932764],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04127771,"threshold_uncertainty_score":0.05887765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494358289569058,"score_gpt":0.2541010326767487,"score_spread":0.2391574497810581,"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."}}