{"id":"W4411656178","doi":"10.51847/sm8vzxqio5","title":"10.51847/Sm8vZxqio5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Academic achievement; Multimedia; Psychology; Computer science; Mathematics","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":[0.0007377163,0.000719714,0.0005419484,0.001511858,0.001047147,0.001941391,0.0007056005,0.001648551,0.8968904],"category_scores_gemma":[0.001009975,0.0002314486,0.0004885664,0.001470958,0.00051132,0.001102312,0.001750851,0.0007809533,0.8409729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007347728,"about_ca_system_score_gemma":0.00099557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004499095,"about_ca_topic_score_gemma":0.003621204,"domain_scores_codex":[0.9994655,0.00007969222,0.00004897555,0.0001178388,0.0001741746,0.0001138134],"domain_scores_gemma":[0.9990627,0.000169615,0.00007010872,0.0001166965,0.0003136322,0.00026722],"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":[0.0003754018,0.0004525997,0.005246357,0.0003368005,0.00001894368,0.0002117822,0.0002770289,0.0002491928,0.006716317,0.004014751,0.09284481,0.889256],"study_design_scores_gemma":[0.0001560081,0.0004549557,0.01554565,0.0003149409,0.00002667006,0.0005452517,0.000631845,0.0007568425,0.002208182,0.001613491,0.9777207,0.00002546948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02169615,0.0007629436,0.002412569,0.001424361,0.0008301491,0.0002379515,0.00135978,0.001370229,0.9699057],"genre_scores_gemma":[0.01937534,0.0003288786,0.002289756,0.0002946247,0.0001137574,0.0001275868,0.001279145,0.0002057395,0.9759852],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1031096,"threshold_uncertainty_score":0.1470733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443738169677486,"score_gpt":0.1900484688967326,"score_spread":0.1756110871999577,"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."}}