{"id":"W4406734333","doi":"10.1016/b978-1-4377-0762-5.09988-5","title":"10.1016/b978-1-4377-0762-5.09988-5","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Crystallography and Radiation Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Materials 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":[0.0007997802,0.001854999,0.001273877,0.001608753,0.001079012,0.004715126,0.002535005,0.003418811,0.9718716],"category_scores_gemma":[0.001323232,0.0007185028,0.000807342,0.001855153,0.001021132,0.004943462,0.002877621,0.002212536,0.9864672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007863292,"about_ca_system_score_gemma":0.0006970838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001897271,"about_ca_topic_score_gemma":0.002051297,"domain_scores_codex":[0.999624,0.00002191152,0.00002586631,0.0001265343,0.0001364799,0.00006519949],"domain_scores_gemma":[0.9984792,0.0004408885,0.0001199429,0.0002178243,0.0002920821,0.0004500218],"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":[0.0001067107,0.00008794435,0.0002933598,0.0003639417,0.00001561599,0.0001045985,0.00005981975,0.0002810789,0.002344817,0.006750246,0.3724678,0.6171241],"study_design_scores_gemma":[0.00001262346,0.00003038695,0.0003644043,0.0002064217,0.000006432981,0.000186004,0.00004994632,0.0001016194,0.0003017442,0.001168626,0.9975611,0.0000106447],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002190813,0.0008366094,0.001450979,0.0004194082,0.0002861207,0.00004288767,0.0008888321,0.001159825,0.9946963],"genre_scores_gemma":[0.0005168066,0.0004147689,0.0004952076,0.0001356462,0.00005321029,0.00002768705,0.000508746,0.0002500128,0.997598],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02812845,"threshold_uncertainty_score":0.04012179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005297566985076006,"score_gpt":0.1658073852611813,"score_spread":0.1605098182761053,"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."}}