{"id":"W4406412950","doi":"10.1016/s1544-8800(09)70139-3","title":"10.1016/s1544-8800(09)70139-3","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":"Beat (acoustics); Cardiology; Medicine; Acoustics; Physics","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":[0.0002130835,0.0001993291,0.0002245182,0.00009985574,0.0001569784,0.00012335,0.0003909344,0.00007572257,0.9987484],"category_scores_gemma":[0.00001679992,0.0001862928,0.00009677143,0.000348563,0.00009452612,0.0001860919,0.00005149663,0.00009644019,0.9945487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003063987,"about_ca_system_score_gemma":0.00003406129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006179784,"about_ca_topic_score_gemma":7.845125e-7,"domain_scores_codex":[0.9985209,0.0000636324,0.0002346418,0.0003925049,0.0002707025,0.0005176964],"domain_scores_gemma":[0.9992436,0.00004000885,0.00004080734,0.0004239344,0.00003902289,0.0002126408],"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":[0.0004912148,0.0002602764,7.796656e-7,0.00002688524,0.00003054772,0.00004343619,0.0001686703,0.0002830132,0.2538883,0.00001963132,0.5731414,0.1716459],"study_design_scores_gemma":[0.0002224149,0.0002217387,0.00004793977,0.00001380006,0.00001578654,0.00001012488,0.000003934338,0.00003318587,0.01680714,0.00008323599,0.9823115,0.0002292309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03293033,0.00006538143,0.000004491742,0.0001792096,0.000006337728,0.0002096731,0.00004383965,0.00030342,0.9662573],"genre_scores_gemma":[0.002035816,7.152834e-7,0.0004178619,0.00006939431,0.0001543702,0.00003226603,0.00001280491,0.00002978879,0.997247],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4091701,"threshold_uncertainty_score":0.7596802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004324272773429744,"score_gpt":0.186318714354937,"score_spread":0.1819944415815072,"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."}}