{"id":"W4406651415","doi":"10.1016/b978-1-4160-2973-1.50001-6","title":"10.1016/b978-1-4160-2973-1.50001-6","year":2000,"lang":"en","type":"book-chapter","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006718913,0.001696974,0.001197908,0.001513526,0.0009884255,0.003803484,0.002455975,0.003192269,0.9692914],"category_scores_gemma":[0.001149849,0.0006701426,0.0007476029,0.001634459,0.0008424886,0.00377434,0.002369969,0.001985236,0.9856657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006866725,"about_ca_system_score_gemma":0.00061935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001799455,"about_ca_topic_score_gemma":0.001939079,"domain_scores_codex":[0.9996949,0.00001802302,0.00001995834,0.00009938656,0.0001125358,0.00005527413],"domain_scores_gemma":[0.998908,0.0003429764,0.00007643518,0.0001524805,0.0001955733,0.0003245678],"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":[0.0001137891,0.00008511019,0.0002237963,0.0004106942,0.00001467774,0.00009314744,0.00005966304,0.0002494747,0.002632946,0.005879735,0.3572483,0.6329887],"study_design_scores_gemma":[0.00001184901,0.00002741345,0.0002919626,0.0001663156,0.000005389961,0.0001731837,0.00004055565,0.00009444205,0.0003413574,0.0009882228,0.9978505,0.000008841893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002158141,0.0008595811,0.001404524,0.0003602943,0.0002355376,0.00004290239,0.0009170885,0.001168672,0.9947956],"genre_scores_gemma":[0.0004956935,0.0004013058,0.0004724388,0.000102146,0.00003685821,0.00002750034,0.0005338645,0.0002247729,0.9977054],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03070855,"threshold_uncertainty_score":0.04380196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006848402340482227,"score_gpt":0.1878140311243004,"score_spread":0.1809656287838182,"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."}}