{"id":"W2197521739","doi":"","title":"LibGuides: Grade 3: Language: Writing","year":2014,"lang":"en","type":"libguides","venue":"","topic":"Lexicography and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Linguistics; Philosophy","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":[],"category_scores_codex":[0.0002657586,0.0004856598,0.0005889937,0.0002979146,0.000584673,0.000515379,0.0004298072,0.0001936188,0.01350598],"category_scores_gemma":[0.00009697011,0.0003623382,0.0004374379,0.0000520077,0.0004436765,0.0001553382,0.0001571763,0.0005394037,0.0004421513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001941049,"about_ca_system_score_gemma":0.00003349084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001942741,"about_ca_topic_score_gemma":0.003940016,"domain_scores_codex":[0.998069,0.00008077529,0.0005173368,0.0004607804,0.0003551998,0.0005169068],"domain_scores_gemma":[0.998857,0.0002535619,0.0002250021,0.0004547847,0.0001267799,0.00008290262],"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":[0.000002460389,0.00002878114,0.00001189883,0.0003425355,0.0002041106,0.00003117427,0.04545199,1.438361e-7,0.000001581847,0.1230248,0.8249612,0.00593925],"study_design_scores_gemma":[0.0001840591,0.00005544742,0.00000586258,0.0003096889,0.0001097442,0.000004236008,0.02532008,0.000004202828,0.00002382103,0.001068229,0.9723812,0.0005334475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003566013,0.01156417,0.00001708327,0.0009138419,0.00271102,0.0002186115,0.0002670671,0.000723281,0.9832283],"genre_scores_gemma":[0.03997368,0.0008844706,0.0004124446,0.008582855,0.03247924,0.00010311,0.0008088964,0.0002148023,0.9165405],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1474199,"threshold_uncertainty_score":0.9998829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0289172949700678,"score_gpt":0.2603577133438872,"score_spread":0.2314404183738194,"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."}}