{"id":"W6949161366","doi":"10.5281/zenodo.10926407","title":"E-module in Trigonometry as Instructional Materials for Grade 9","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trigonometry; Matching (statistics); Data collection; Quarter (Canadian coin); Similarity (geometry); Teaching method","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":[0.001073534,0.0004130878,0.0003583118,0.0006460764,0.0002170062,0.0006411735,0.0007763574,0.0002686196,0.007279326],"category_scores_gemma":[0.002730099,0.0001244651,0.0002341323,0.0004007044,0.0001565578,0.0004417018,0.000852606,0.0003006227,0.002174969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002725472,"about_ca_system_score_gemma":0.000554929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003561745,"about_ca_topic_score_gemma":0.001111343,"domain_scores_codex":[0.9994805,0.0002048951,0.00004203595,0.00007090892,0.0001378929,0.00006379336],"domain_scores_gemma":[0.9985242,0.0006111931,0.0002262109,0.0001379753,0.0001468882,0.0003535829],"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":[0.001617212,0.02912982,0.07846782,0.000815139,0.00004198648,0.0008343828,0.003869485,0.001101992,0.03628706,0.0008484977,0.004079185,0.8429074],"study_design_scores_gemma":[0.0007864518,0.04692641,0.7686215,0.0007455836,0.0002306859,0.00148785,0.009338185,0.003960654,0.09257164,0.001354176,0.07388841,0.0000885255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9932171,0.00007853119,0.001403661,0.00004421109,0.00001553073,0.0002539957,0.0001104665,0.0001136497,0.004762855],"genre_scores_gemma":[0.9684267,0.0003679262,0.01837654,0.00006478875,0.00002127821,0.0004882563,0.0005928375,0.00001847825,0.0116431],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007279326,"threshold_uncertainty_score":0.02435184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05210558087491293,"score_gpt":0.3388495963184915,"score_spread":0.2867440154435786,"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."}}