{"id":"W4406575634","doi":"10.1016/s1558-0164(08)70089-0","title":"10.1016/s1558-0164(08)70089-0","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":"Medicine","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":[0.0002198605,0.000199911,0.0002253025,0.00009864315,0.0001597865,0.0001199169,0.0003940228,0.00007480005,0.998989],"category_scores_gemma":[0.00001837009,0.0001861323,0.00009774994,0.000346879,0.00009659572,0.0001830285,0.00005096561,0.00009653784,0.9981556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003234234,"about_ca_system_score_gemma":0.00003494818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004053683,"about_ca_topic_score_gemma":5.909845e-7,"domain_scores_codex":[0.9985111,0.00006344948,0.0002355767,0.0003945827,0.0002782982,0.000517029],"domain_scores_gemma":[0.9992415,0.00004043934,0.00004222575,0.0004245167,0.00003840675,0.0002128867],"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":[0.0003423055,0.0001820652,1.522061e-7,0.00001843699,0.00002160425,0.00003314486,0.0001220307,0.0001747862,0.1771618,0.00001313977,0.8067801,0.01515045],"study_design_scores_gemma":[0.0002290731,0.0002205162,0.00003191662,0.0000138883,0.00001555251,0.000010917,0.000003977937,0.00003083708,0.01824882,0.00008120637,0.980883,0.0002303078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02743489,0.00006721226,0.000004537495,0.0001716141,0.000006138152,0.0002029417,0.00004820422,0.000304688,0.9717598],"genre_scores_gemma":[0.002563333,7.327562e-7,0.0004283354,0.00009777887,0.0001545937,0.00003099367,0.00001350293,0.00003004787,0.9966807],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1741029,"threshold_uncertainty_score":0.7590255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004234421819035703,"score_gpt":0.1852715252216446,"score_spread":0.1810371034026088,"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."}}