{"meta":{"query_hash":"362ab34f17b9","filters":{"venue":"Scatterplot"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/362ab34f17b9","api":"https://metacan.xera.ac/api/v1/cohort?venue=Scatterplot"},"results":[{"id":"W4415251766","doi":"10.1080/29932955.2025.2558152","title":"Understanding Dimensions of Student Readiness from a Calculus Baseline Assessment Through Semi-Automatic Text Analysis and Clustering","year":2025,"lang":"en","type":"article","venue":"Scatterplot","topic":"Educational Assessment and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; McMaster University","funders":"Mitacs","keywords":"Cluster analysis; Baseline (sea); Calculus (dental); Work (physics); Feature (linguistics); Field (mathematics)","score_opus":0.1048071382398115,"score_gpt":0.4413770198341832,"score_spread":0.33656988159437173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415251766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7937146,0.00019451759,0.18834193,0.009454248,0.00044913107,0.00028548006,0.0000331099,0.00006447257,0.007462511],"genre_scores_gemma":[0.996252,0.00011127011,0.0024436638,0.00038170486,0.00007283808,0.000021669277,0.000036606325,0.0000063661582,0.00067388255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986548,0.00024307735,0.0003109091,0.0002555141,0.00034144943,0.00019427745],"domain_scores_gemma":[0.9988649,0.0006928446,0.000119742486,0.00019074955,0.00007219449,0.000059551003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005585346,0.00010945506,0.00028491172,0.00019551719,0.00034966273,0.00007540606,0.00016680364,0.000054369553,0.00027526054],"category_scores_gemma":[0.000031160573,0.00009302793,0.00007792777,0.0008397172,0.00015680457,0.00015215314,0.0001079142,0.000085561485,0.000002923975],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008469899,0.0003249704,0.9470556,0.000059833743,0.0011993748,0.0000025253541,0.021589749,0.00030549202,0.0009523617,0.025946902,0.0013687524,0.0011859869],"study_design_scores_gemma":[0.0007751435,0.00004890652,0.87117296,0.00037761687,0.002077499,3.5435585e-7,0.09072958,0.017208727,0.00014877203,0.014595518,0.0024383082,0.00042663183],"about_ca_topic_score_codex":0.008804884,"about_ca_topic_score_gemma":0.015534338,"teacher_disagreement_score":0.20253739,"about_ca_system_score_codex":0.0002701045,"about_ca_system_score_gemma":0.00026982513,"threshold_uncertainty_score":0.9977956},"labels":[],"label_agreement":null}]}