{"id":"W4406559129","doi":"10.1016/s1885-9062(09)32021-7","title":"10.1016/s1885-9062(09)32021-7","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Medieval Iberian Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001194189,0.0005623113,0.0007136693,0.0002154635,0.0002974533,0.000177653,0.0003565278,0.0001788264,0.999746],"category_scores_gemma":[0.00002273947,0.000516749,0.0002414355,0.00001103759,0.0002588727,0.00008654546,0.0001751074,0.0003624368,0.9986914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001000741,"about_ca_system_score_gemma":0.00005089373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003953694,"about_ca_topic_score_gemma":0.00001457041,"domain_scores_codex":[0.9981954,0.00001893959,0.0004364626,0.0005073388,0.000429092,0.0004127577],"domain_scores_gemma":[0.9988817,0.00009498303,0.0001383037,0.000541988,0.0001518559,0.0001911517],"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":[0.00005459572,0.00001411708,4.044295e-10,0.00003505183,0.0001887347,0.00002933573,0.0007592299,4.590591e-7,3.125645e-7,0.005186758,0.8206714,0.17306],"study_design_scores_gemma":[0.0001643777,0.0001743757,7.455331e-8,0.0002069366,0.0001595338,0.00000456498,0.00001018234,0.000001174775,0.000001231273,0.001055618,0.9976075,0.0006144366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[2.255753e-7,0.001123936,3.329384e-8,0.0003735637,0.0000285851,0.0004121181,0.000342959,0.0002340778,0.9974845],"genre_scores_gemma":[3.421826e-7,0.000006962484,0.00001255957,0.0001137328,0.003214203,0.00003352446,0.0001096267,0.0001561349,0.9963529],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1769361,"threshold_uncertainty_score":0.9997284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02346685433582042,"score_gpt":0.1774142279714076,"score_spread":0.1539473736355872,"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."}}