{"id":"W4406550536","doi":"10.1016/s1526-0046(06)00074-4","title":"10.1016/s1526-0046(06)00074-4","year":2000,"lang":"en","type":"paratext","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":"Index (typography); Business; Computer science; World Wide Web","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":[0.0003141586,0.0007360328,0.0008857838,0.0004447756,0.0002646615,0.0003543957,0.001151625,0.0005246485,0.9997341],"category_scores_gemma":[0.00002347461,0.0007128195,0.0003405657,0.000596667,0.0002078465,0.0001907811,0.000201956,0.0004694345,0.9997732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001207269,"about_ca_system_score_gemma":0.0002199667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009672959,"about_ca_topic_score_gemma":8.151669e-7,"domain_scores_codex":[0.9963938,0.0001754758,0.0006161317,0.001083741,0.000625767,0.001105094],"domain_scores_gemma":[0.9981129,0.00009367133,0.0002307113,0.001040318,0.0001009301,0.0004214752],"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":[0.0001742429,0.00009202332,6.128189e-9,0.00006090961,0.00003904928,0.0000189766,0.00003056289,0.0001410876,0.01096959,8.395962e-7,0.9841875,0.004285199],"study_design_scores_gemma":[0.0002966465,0.0003321347,0.000001050658,0.0001256866,0.0000746606,0.00001773041,0.000002943587,0.000008314524,0.005771649,0.00002252998,0.9925669,0.0007797726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002001348,0.0008782275,0.000005418571,0.0001049735,0.0000584855,0.0006139578,0.001085387,0.0002759134,0.9967775],"genre_scores_gemma":[0.0000173823,0.00001136448,0.0002333744,0.0001160026,0.0009450626,0.0001310344,0.0006794657,0.0001421059,0.9977242],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008379371,"threshold_uncertainty_score":0.9995323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005732175195111312,"score_gpt":0.2074009824106767,"score_spread":0.2016688072155653,"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."}}