{"id":"W7056867234","doi":"","title":"Graduale (MS C.III.36, \"Ilmajoen Graduale II\")","year":2015,"lang":"en","type":"article","venue":"Doria (University of Helsinki)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Period (music); Sign (mathematics); Middle Ages","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":[],"category_scores_codex":[0.0002426902,0.0001390492,0.0002367573,0.0001447148,0.0002439272,0.00002135265,0.0004385159,0.00004523016,0.05053547],"category_scores_gemma":[0.000007259677,0.000164759,0.000117307,0.0003044878,0.0001556388,0.00008075147,0.0004458196,0.0001601662,0.0002035524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000169477,"about_ca_system_score_gemma":0.0001743517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00876296,"about_ca_topic_score_gemma":0.0002641444,"domain_scores_codex":[0.998763,0.00006134273,0.0001320499,0.0002692787,0.0004658077,0.0003085071],"domain_scores_gemma":[0.9990048,0.0000403192,0.0001042501,0.0003792275,0.0002140707,0.0002573724],"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":[0.0004408237,0.001105761,0.01352299,0.00005848375,0.0002854639,0.00005326593,0.008453036,0.0000225961,0.006125517,0.05875779,0.6439568,0.2672175],"study_design_scores_gemma":[0.004293251,0.0003754714,0.005139189,0.00003185463,0.00007525093,0.000001466815,0.01386318,0.0007769877,0.001448525,0.004060104,0.9695466,0.0003881724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6502368,0.0000451639,0.001302534,0.002957893,0.0002744772,0.0003113482,0.00005357422,0.00004590609,0.3447723],"genre_scores_gemma":[0.9150111,0.000006078729,0.001386724,0.00002255886,0.0001661968,8.036682e-7,0.00007536268,0.00001084104,0.0833203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3255898,"threshold_uncertainty_score":0.9978378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02419708690115138,"score_gpt":0.2277177646375254,"score_spread":0.203520677736374,"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."}}