{"id":"W1828814402","doi":"","title":"A Writing Challenge: Five Hundred Books in Three Weeks.","year":2009,"lang":"en","type":"article","venue":"Teacher librarian","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Pedagogy; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.001870766,0.001554653,0.001405786,0.001316854,0.00520922,0.006381366,0.002548683,0.003045744,0.1251048],"category_scores_gemma":[0.01076344,0.0007836703,0.0008233904,0.001553481,0.000800057,0.003670191,0.00677479,0.003197128,0.04337792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001331742,"about_ca_system_score_gemma":0.00257626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002613379,"about_ca_topic_score_gemma":0.01577222,"domain_scores_codex":[0.9983391,0.0003117092,0.0001230864,0.0002626928,0.0006846001,0.0002788652],"domain_scores_gemma":[0.9886307,0.002576149,0.0004034322,0.0005546035,0.002015649,0.005819607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008856487,0.0024933,0.001879019,0.0006266731,0.00003839993,0.0009546283,0.002960817,0.0007276856,0.003204725,0.001108378,0.8253868,0.1597339],"study_design_scores_gemma":[0.0004462764,0.002222179,0.02639573,0.0005365423,0.00004102198,0.0008849669,0.02394209,0.001633657,0.004268922,0.006540464,0.9328877,0.0002005773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5378955,0.009314522,0.01356067,0.04951835,0.02407634,0.005705394,0.01688187,0.008692342,0.3343551],"genre_scores_gemma":[0.3309069,0.002533898,0.02013789,0.006229305,0.003208705,0.001852408,0.01711744,0.001610831,0.6164026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1251048,"threshold_uncertainty_score":0.4185172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04820613415938646,"score_gpt":0.3010872229113659,"score_spread":0.2528810887519794,"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."}}