{"id":"W4411656977","doi":"10.51847/du89kfkafp","title":"10.51847/Du89kfkAFp","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; 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":[0.0009842386,0.001274036,0.0006979606,0.003233426,0.001445112,0.003687231,0.001167379,0.003379774,0.9532482],"category_scores_gemma":[0.002068184,0.0005014139,0.0006634504,0.002855226,0.0009096517,0.003083456,0.002410823,0.001288795,0.9577788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0013353,"about_ca_system_score_gemma":0.0007831693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004489725,"about_ca_topic_score_gemma":0.003011026,"domain_scores_codex":[0.9992701,0.00008886572,0.00007573071,0.0002316646,0.0002157859,0.0001178225],"domain_scores_gemma":[0.9982077,0.0004068203,0.0001068138,0.0003294938,0.0006609428,0.0002882388],"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":[0.0001829882,0.0002200018,0.001891748,0.0003132408,0.00001366135,0.0001933422,0.0001795276,0.0002061052,0.002010475,0.0044896,0.133818,0.8564812],"study_design_scores_gemma":[0.00004867948,0.00007334872,0.0032077,0.0002620558,0.00001349329,0.0005840714,0.0002453534,0.0004094998,0.0008989021,0.001469553,0.9927614,0.00002588535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003978292,0.0009100945,0.002833752,0.001066802,0.0005745272,0.0001628611,0.001676982,0.002448413,0.9863484],"genre_scores_gemma":[0.008889221,0.0005041664,0.002298748,0.0003873112,0.00008808893,0.0001056658,0.001242506,0.0003844849,0.9860999],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0467518,"threshold_uncertainty_score":0.0666858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006348120801129416,"score_gpt":0.1944634739788703,"score_spread":0.1881153531777409,"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."}}