{"id":"W3174939570","doi":"10.1515/9783110740172","title":"29th Annual Conference of the German Crystallographic Society, March 15–18, 2021, Hamburg, Germany","year":2021,"lang":"en","type":"book","venue":"","topic":"X-ray Diffraction in Crystallography","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Deutsches Elektronen-Synchrotron; Bundesministerium für Bildung und Forschung; Narodowym Centrum Nauki; Grantová Agentura České Republiky; Deutsche Forschungsgemeinschaft","keywords":"German; Political science; History; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00097356,0.0008057878,0.001128362,0.0003089729,0.0003905952,0.0003417566,0.002049576,0.0009471409,0.04280984],"category_scores_gemma":[0.00007446625,0.0006279848,0.001586856,0.0006779332,0.001828245,0.0004365162,0.001371305,0.00117362,0.0001239887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001603884,"about_ca_system_score_gemma":0.001905744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001184051,"about_ca_topic_score_gemma":0.0001217796,"domain_scores_codex":[0.9944326,0.0003719127,0.001241956,0.001311282,0.001788729,0.0008534813],"domain_scores_gemma":[0.9947527,0.0004164525,0.001108693,0.002113358,0.001374378,0.0002343971],"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":[0.00003546665,0.0002551525,0.0002219375,0.0007009079,0.0003405529,0.00004597901,0.001543755,0.00001888728,0.2746502,0.006308573,0.7157016,0.0001770503],"study_design_scores_gemma":[0.0008831942,0.0001602576,0.005706676,0.00086801,0.0004155554,0.0001410568,0.001121316,0.00005782682,0.00401115,0.01696144,0.9679976,0.001675989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05652633,0.002157215,0.00172976,0.001670845,0.006735926,0.002506291,0.002907658,0.0004910093,0.925275],"genre_scores_gemma":[0.1103959,0.0009234886,0.001676066,0.0008747647,0.0007213677,0.0001146593,0.0002227885,0.0001755491,0.8848954],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.270639,"threshold_uncertainty_score":0.9996172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184702284588979,"score_gpt":0.2662542069746777,"score_spread":0.2444071841287879,"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."}}