{"id":"W4406415859","doi":"10.1016/s0967-0653(96)90745-0","title":"10.1016/s0967-0653(96)90745-0","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":"Index (typography); 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002266589,0.0001977912,0.0002212324,0.00009609754,0.0001581023,0.0001242424,0.0003940213,0.00007621546,0.9994434],"category_scores_gemma":[0.00001803272,0.0001839931,0.0000953837,0.0003480677,0.00009461708,0.0001896231,0.00005082384,0.00009785899,0.9987056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003028776,"about_ca_system_score_gemma":0.00003212367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004205358,"about_ca_topic_score_gemma":6.55852e-7,"domain_scores_codex":[0.998531,0.00006538739,0.0002330775,0.0003887814,0.0002695617,0.0005122207],"domain_scores_gemma":[0.9992527,0.00003910143,0.00004044731,0.0004172176,0.00003866956,0.0002118113],"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":[0.0006374312,0.000327325,4.521956e-7,0.00003430225,0.00003872902,0.00005561983,0.0002351309,0.0003016239,0.104492,0.00002661507,0.5828233,0.3110275],"study_design_scores_gemma":[0.0002289223,0.0002149402,0.000008796093,0.00001384557,0.00001574615,0.000009926152,0.000004116444,0.00002835713,0.0194782,0.00008545859,0.9796849,0.0002267306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0119636,0.00006448425,0.000003819318,0.000190385,0.000005998494,0.0002020733,0.00004742267,0.0003046568,0.9872175],"genre_scores_gemma":[0.001000033,6.922813e-7,0.0003875894,0.00009386894,0.0001590313,0.00003124876,0.00001439322,0.00002901178,0.9982841],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3968617,"threshold_uncertainty_score":0.7503022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005301859804665413,"score_gpt":0.1914351509107681,"score_spread":0.1861332911061027,"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."}}