{"id":"W6960841742","doi":"10.14288/1.0372022","title":"Sophie Germain","year":2018,"lang":"en","type":"other","venue":"Open Collections","topic":"Berberine and alkaloids research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Identity (music); Relevance (law); Variety (cybernetics); Field (mathematics); History of science","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":[0.00008965295,0.0001397432,0.0002926201,0.0001922301,0.0005237955,0.0003459597,0.000224404,0.0001918398,0.1833867],"category_scores_gemma":[0.0000570307,0.0001223038,0.00007579581,0.0008594915,0.00009636692,0.00002437959,0.0002263494,0.0002196878,0.002441624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006434375,"about_ca_system_score_gemma":0.0004323075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01040663,"about_ca_topic_score_gemma":0.003909038,"domain_scores_codex":[0.9991761,0.00003001708,0.0001146755,0.0002701355,0.0001847343,0.0002243512],"domain_scores_gemma":[0.9992978,0.00002256156,0.00004385371,0.0004264117,0.00006288095,0.0001464801],"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":[0.00002438754,0.00009925038,0.000006319696,0.00003149247,0.0001301375,0.00003159005,0.000005633516,1.384118e-8,0.00001985304,0.00002190604,0.9989801,0.0006493002],"study_design_scores_gemma":[0.0006850751,0.0002003159,0.00001049903,0.0001663404,0.00005372949,0.00007837522,0.00001823137,0.000006427565,0.00004808784,0.0001165034,0.9984937,0.0001226962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[9.534404e-7,0.0001074195,0.00003167805,0.0005840758,0.0002561195,0.001014543,0.00004658832,0.00009736128,0.9978613],"genre_scores_gemma":[0.000002987438,0.0002364392,0.001243814,0.0002192034,0.001286339,0.0001836027,0.00005162739,0.0002899939,0.996486],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1809451,"threshold_uncertainty_score":0.9983351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03844524089686361,"score_gpt":0.3605243954566161,"score_spread":0.3220791545597525,"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."}}