{"id":"W4411618185","doi":"10.51847/a8bq4oy7cg","title":"10.51847/A8BQ4Oy7cG","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Habit; Psychology; Developmental psychology; Social psychology; Mathematics education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001240248,0.001170292,0.0007814391,0.002515798,0.001479572,0.00323321,0.001030821,0.003697129,0.9665983],"category_scores_gemma":[0.002028593,0.0003549691,0.0005648456,0.001931177,0.000909695,0.001895731,0.002146835,0.001211581,0.9438037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091158,"about_ca_system_score_gemma":0.0009967231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007713188,"about_ca_topic_score_gemma":0.005621284,"domain_scores_codex":[0.9991616,0.0001450088,0.00007442293,0.0002141824,0.0002149424,0.0001897859],"domain_scores_gemma":[0.9979372,0.0006445443,0.0001325814,0.0002174035,0.0005849803,0.0004834564],"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":[0.0003791676,0.0006215109,0.004265872,0.0004257274,0.00002154772,0.0003815737,0.0002428541,0.0002223623,0.00248509,0.004059696,0.177608,0.8092865],"study_design_scores_gemma":[0.0001380329,0.0002437773,0.009199679,0.0007866294,0.00002456119,0.0007048649,0.0006630566,0.0008061295,0.0008502695,0.001956077,0.9845947,0.0000322686],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006372832,0.0007142493,0.001638309,0.001735575,0.0006373175,0.000252417,0.001625856,0.001192432,0.9858311],"genre_scores_gemma":[0.009457528,0.0003403056,0.001710617,0.0004688386,0.00008046058,0.0001971086,0.0009395301,0.0002283525,0.9865772],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03340167,"threshold_uncertainty_score":0.04764342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215452519616527,"score_gpt":0.2328624052985834,"score_spread":0.2207078801024181,"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."}}