{"id":"W4406519338","doi":"10.1016/s0029-7437(12)70243-4","title":"10.1016/s0029-7437(12)70243-4","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":"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002208704,0.0002007207,0.0002237348,0.0001015531,0.0001562025,0.0001269294,0.0003907848,0.00007559024,0.9991719],"category_scores_gemma":[0.00001707942,0.0001875196,0.00009659634,0.0002787956,0.00009398966,0.0001851143,0.00005213699,0.00009575472,0.9940654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003081189,"about_ca_system_score_gemma":0.00003192388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004115051,"about_ca_topic_score_gemma":8.789299e-7,"domain_scores_codex":[0.9985189,0.00006164731,0.0002357416,0.0003957509,0.0002698466,0.0005180859],"domain_scores_gemma":[0.9992492,0.00003947464,0.00004016492,0.0004250322,0.00003319939,0.0002128831],"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":[0.000188525,0.00009986374,3.683071e-7,0.00001059836,0.00001236461,0.000013488,0.0000650174,0.00009574038,0.0949427,0.000006344706,0.8886381,0.01592689],"study_design_scores_gemma":[0.0002279294,0.0002328178,0.00003099898,0.00001446614,0.00001629951,0.00001046141,0.000003473712,0.00003437067,0.0162944,0.00008274808,0.9828228,0.000229275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01965159,0.00006175288,0.000004446502,0.0001527722,0.000001449262,0.0002076894,0.00004604038,0.000356404,0.9795179],"genre_scores_gemma":[0.001745623,7.173028e-7,0.0004495146,0.00008997177,0.0001541103,0.00003154501,0.00001319186,0.00003005384,0.9974853],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09418467,"threshold_uncertainty_score":0.7646827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005589129904260881,"score_gpt":0.1953684312973347,"score_spread":0.1897793013930738,"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."}}