{"id":"W4406672112","doi":"10.1016/b978-0-08-050528-2.50021-6","title":"10.1016/b978-0-08-050528-2.50021-6","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","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":[0.0003059997,0.000324017,0.0003406281,0.0002068676,0.000212789,0.00005350244,0.000440127,0.0003525958,0.9997787],"category_scores_gemma":[0.00008473761,0.0002629666,0.0001539883,0.00007056922,0.0001897793,0.00009918591,0.0000531996,0.0006388009,0.9986394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001211974,"about_ca_system_score_gemma":0.00008380762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003395993,"about_ca_topic_score_gemma":0.00002772097,"domain_scores_codex":[0.9980587,0.00005753493,0.0002608861,0.0005041237,0.0005743262,0.0005444458],"domain_scores_gemma":[0.9988432,0.0001843276,0.00006835281,0.0003337015,0.00005661319,0.0005138103],"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":[0.0002523856,0.000002158102,1.697458e-7,0.000009819067,0.00002414836,0.00004117524,0.000004613157,0.00008340083,4.178885e-7,0.00001433866,0.04232432,0.957243],"study_design_scores_gemma":[0.00009819953,0.0008030703,0.00005735195,0.00004435304,0.00001292087,0.0000184339,1.710965e-7,0.0001201534,0.000003229749,0.005959805,0.9925439,0.0003383579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001734463,0.0005803714,0.000004966402,0.0002819983,0.000004543953,0.0004884941,0.0002839027,0.0001260525,0.998228],"genre_scores_gemma":[0.0000104757,0.00000830989,0.000198787,0.000060094,0.0004020968,0.000003869346,0.000406218,0.00001497619,0.9988952],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9569047,"threshold_uncertainty_score":0.9999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698530129157345,"score_gpt":0.1863600721303238,"score_spread":0.1693747708387504,"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."}}