{"id":"W4406433662","doi":"10.1016/s1885-9070(08)35074-4","title":"10.1016/s1885-9070(08)35074-4","year":2000,"lang":"en","type":"book-chapter","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":"Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007543492,0.002546153,0.001485911,0.002181798,0.001923345,0.003904389,0.002921201,0.003997182,0.9833431],"category_scores_gemma":[0.001107186,0.0009812266,0.001197677,0.00233548,0.001475593,0.004165235,0.003018357,0.002181113,0.9888297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009532783,"about_ca_system_score_gemma":0.0009168888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003429523,"about_ca_topic_score_gemma":0.003929658,"domain_scores_codex":[0.9995849,0.00002476431,0.00002528667,0.0001555663,0.0001338429,0.00007574683],"domain_scores_gemma":[0.9987043,0.0003645257,0.00008400738,0.0001783118,0.0002873483,0.0003813626],"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":[0.0001757199,0.0001135927,0.0003640689,0.0004356902,0.0000226606,0.0001367038,0.00007985316,0.0003071195,0.00220269,0.005777262,0.3566721,0.6337126],"study_design_scores_gemma":[0.00002299573,0.00005653202,0.0003316228,0.0001780206,0.000006646623,0.0001789116,0.00006035235,0.0001159936,0.0002873703,0.000648323,0.9980987,0.00001467858],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002623949,0.0004610492,0.0008806334,0.000203884,0.0002350846,0.00006135497,0.0006522468,0.001026856,0.9962165],"genre_scores_gemma":[0.0002944081,0.0001751196,0.0002841941,0.00008720842,0.00003972449,0.00002760671,0.0002979928,0.0001525013,0.9986413],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01665688,"threshold_uncertainty_score":0.02375895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006374989276264041,"score_gpt":0.18360079504282,"score_spread":0.1772258057665559,"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."}}