{"id":"W4406544473","doi":"10.1016/s1553-3212(12)70028-6","title":"10.1016/s1553-3212(12)70028-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Solid-state spectroscopy and crystallography","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Computer science; Geography; Archaeology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000218039,0.0001985856,0.0002231218,0.000100468,0.0001573764,0.0001223202,0.000391548,0.0000749428,0.9988729],"category_scores_gemma":[0.00001775653,0.000185719,0.0000952351,0.0002790071,0.0000941706,0.000191089,0.00005157889,0.00009666785,0.9920463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003063675,"about_ca_system_score_gemma":0.00003172826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000460663,"about_ca_topic_score_gemma":9.704621e-7,"domain_scores_codex":[0.998525,0.00006400134,0.000234362,0.000388558,0.0002712768,0.000516781],"domain_scores_gemma":[0.9992486,0.0000395035,0.00004111636,0.0004241757,0.00003336786,0.0002132511],"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":[0.0004788695,0.0002378908,8.092082e-7,0.00002510031,0.00002888619,0.00004228846,0.0001727377,0.0002531145,0.1934593,0.00001715561,0.7168303,0.08845367],"study_design_scores_gemma":[0.0002227518,0.0002298601,0.00003646886,0.00001343708,0.00001528399,0.00001015644,0.000003645876,0.00003273478,0.01640152,0.00007940058,0.9827263,0.0002284209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02582534,0.00005434951,0.0000041958,0.0001664451,0.00000625961,0.0002053713,0.00004437272,0.000302878,0.9733908],"genre_scores_gemma":[0.002544386,6.959575e-7,0.0003519061,0.0001009518,0.0001548654,0.00003096163,0.0000135959,0.00002903288,0.9967736],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2658961,"threshold_uncertainty_score":0.7573403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004536154382209481,"score_gpt":0.1830745460343942,"score_spread":0.1785383916521847,"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."}}