{"id":"W6991562382","doi":"","title":"Grammar school statistics","year":2020,"lang":"en","type":"other","venue":"Digital Education Resource Archive (University College London)","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grammar; Grammar school; Headline; Rule-based machine translation; Period (music); Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000644157,0.0006754132,0.0006460948,0.001490557,0.0002822865,0.0001793941,0.001163912,0.0002680749,0.005358273],"category_scores_gemma":[0.0004186776,0.0009058795,0.0002610305,0.001334701,0.0004756934,0.0003848468,0.0005104726,0.0007472294,0.02461692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000493744,"about_ca_system_score_gemma":0.002167991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000454977,"about_ca_topic_score_gemma":0.0004476,"domain_scores_codex":[0.9971218,0.0002080985,0.0002693195,0.001064428,0.0007254037,0.0006109271],"domain_scores_gemma":[0.9970778,0.0002290354,0.0005946403,0.0008711035,0.0001124822,0.001114998],"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":[0.0002074564,0.0003700445,0.0002503082,0.0001325597,0.0002412607,0.0001491965,0.0003526344,0.000004881874,0.00001016039,0.03162669,0.9620423,0.004612522],"study_design_scores_gemma":[0.0008932287,0.000100789,0.0005809281,0.0001927049,0.0001503171,0.00002307535,0.004208839,0.0001883398,8.057961e-7,0.001067175,0.9917266,0.0008671572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007371978,0.0001659635,0.004287065,0.0006577229,0.0002940657,0.00121515,0.1027228,0.0009377477,0.8896458],"genre_scores_gemma":[0.0004973324,0.00003644648,0.007941564,0.0005268741,0.0005892849,0.000006665948,0.01333746,0.001167806,0.9758966],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08938538,"threshold_uncertainty_score":0.9993392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00602376607115167,"score_gpt":0.1997150666389277,"score_spread":0.193691300567776,"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."}}