{"id":"W6893853617","doi":"10.5281/zenodo.5684799","title":"Autogneta","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced Wireless Communication Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seta; Lamellar structure; Femur; Bilateral symmetry; Hexagonal crystal system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002274777,0.00008883291,0.00008488463,0.0001412721,0.000460103,0.0002028666,0.001023126,0.00005243108,0.001224859],"category_scores_gemma":[0.0003583483,0.00009942124,0.00001945135,0.0003762762,0.0001023195,0.0002129974,0.0007116082,0.0002144828,0.006487749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324903,"about_ca_system_score_gemma":0.00000110742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001570464,"about_ca_topic_score_gemma":7.64597e-8,"domain_scores_codex":[0.9992772,0.00006121936,0.0001386663,0.0001416078,0.0001718468,0.0002095077],"domain_scores_gemma":[0.9990589,0.00001071483,0.00002576769,0.0005748001,0.0002270867,0.0001027392],"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":[0.00001290847,0.00005116439,0.000002681468,0.00003922966,0.00003712294,0.000006514487,0.0009575827,0.02174363,0.004963731,0.01925495,0.3844484,0.568482],"study_design_scores_gemma":[0.0002117085,0.00004495429,0.00005804656,0.000008124699,0.000002058821,0.00002875393,0.0003272632,0.007295537,0.001685095,0.0009918988,0.9892275,0.0001190589],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0229967,0.0012652,0.2114877,0.001240587,0.0002785744,0.0005536377,0.0001133075,0.02685467,0.7352096],"genre_scores_gemma":[0.9955989,0.0001667646,0.002492079,0.00003010659,0.00003542934,3.340075e-8,0.0003341754,0.001050552,0.0002919997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9726022,"threshold_uncertainty_score":0.9996881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05627344566334146,"score_gpt":0.2431886192466654,"score_spread":0.1869151735833239,"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."}}