{"id":"W6931235690","doi":"10.5281/zenodo.5517452","title":"Chapter 2.2 Status and Trends –Nature","year":2019,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Biodiversity; Ecosystem; Natural (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001071495,0.000610785,0.0002706223,0.002290804,0.0005910785,0.003361743,0.0007343828,0.001124085,0.073794],"category_scores_gemma":[0.001544136,0.0002183041,0.0003927617,0.004777038,0.0003255047,0.002601183,0.0009339364,0.00172927,0.04085544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001666045,"about_ca_system_score_gemma":0.003463382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007702969,"about_ca_topic_score_gemma":0.008882599,"domain_scores_codex":[0.9990916,0.00004924249,0.00004822673,0.0001287833,0.0005810958,0.0001010869],"domain_scores_gemma":[0.9992031,0.0001195705,0.0001053874,0.00007571379,0.0003995547,0.00009671685],"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":[0.00005881868,0.0000432768,0.0009203849,0.001075495,0.000009241462,0.00004834621,0.0001253635,0.0002358924,0.001327273,0.02343858,0.7600157,0.2127016],"study_design_scores_gemma":[8.138134e-7,0.00000732706,0.0008674143,0.0001259953,0.000001871857,0.00002920386,0.0000291851,0.00001696096,0.0001813102,0.000827524,0.9979091,0.000003192666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004038748,0.1021144,0.003317699,0.01987475,0.02023997,0.0003523243,0.03949275,0.001711851,0.8088575],"genre_scores_gemma":[0.02128452,0.1295502,0.007836346,0.005745464,0.005838525,0.0005744404,0.07709899,0.001091809,0.7509797],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.073794,"threshold_uncertainty_score":0.2468656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0412644269507481,"score_gpt":0.2960119173215568,"score_spread":0.2547474903708087,"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."}}