{"id":"W6903109856","doi":"10.1016/s1877-7864(13)48769-4","title":"10.1016/s1877-7864(13)48769-4","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":"Process (computing); Identification (biology); Product (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":[0.0009411523,0.002432445,0.00183974,0.002722154,0.002243784,0.003833647,0.003171009,0.004434426,0.9867512],"category_scores_gemma":[0.00122564,0.0009675389,0.001534914,0.002630219,0.001910332,0.004310775,0.002839886,0.002562067,0.9907748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082018,"about_ca_system_score_gemma":0.001071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003105741,"about_ca_topic_score_gemma":0.002557593,"domain_scores_codex":[0.9994429,0.00003127356,0.00004316336,0.0001981064,0.0001730309,0.0001116506],"domain_scores_gemma":[0.9982299,0.0004309119,0.0001227126,0.0002121859,0.0004143206,0.0005899643],"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":[0.0003670771,0.0001673673,0.0006150985,0.0006605164,0.0000454978,0.0002201693,0.00008829305,0.0003741702,0.002928949,0.005953286,0.346785,0.6417946],"study_design_scores_gemma":[0.00004541775,0.00008098435,0.0004817869,0.0002161948,0.00001119603,0.0003164277,0.00007153935,0.0001469517,0.0004283406,0.0005624753,0.9976173,0.00002124418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003963509,0.0005616459,0.0007884898,0.0003348759,0.0003810833,0.00008909323,0.0007468098,0.0008714595,0.9958301],"genre_scores_gemma":[0.0005417095,0.000248729,0.000344616,0.000145004,0.00008381472,0.00004674174,0.0003934982,0.0001433442,0.9980526],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0132488,"threshold_uncertainty_score":0.01889771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004013270697340649,"score_gpt":0.1839116001293583,"score_spread":0.1798983294320176,"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."}}