{"id":"W4232490229","doi":"10.31219/osf.io/bdkg8","title":"Protective Immunity against COVID-19","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Immune responses and vaccinations","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"","keywords":"Infectious agent; Tuberculosis; Mycobacterium tuberculosis; Immunity; Immunology; Immune system; Medicine; Tuberculosis vaccines; Virology; Virus; Innate immune system; Disease","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":[0.0004377617,0.0003141794,0.0004626511,0.0001908754,0.0004885147,0.00006998409,0.0004717788,0.0009108915,0.00450414],"category_scores_gemma":[0.001074427,0.0002879578,0.0003167908,0.0001483717,0.0001139967,0.00005060704,0.001502608,0.001704511,0.000385796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002954182,"about_ca_system_score_gemma":0.001602402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002232172,"about_ca_topic_score_gemma":0.0003027238,"domain_scores_codex":[0.9978065,0.0009540249,0.000362579,0.0004895623,0.00003267917,0.0003546344],"domain_scores_gemma":[0.998332,0.0003000629,0.0001942254,0.0009124088,0.0002185039,0.00004277166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002384369,0.003661154,0.001526806,0.001862524,0.009235584,0.000303779,0.01913259,0.002185805,0.796418,0.01687773,0.07385148,0.07256018],"study_design_scores_gemma":[0.009261267,0.0005045783,0.03261118,0.0005403152,0.000570995,0.0005519828,0.02218053,0.00009979862,0.2120361,0.007514305,0.710209,0.00391997],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8590142,0.03176023,0.04746657,0.008869942,0.006465713,0.004219443,0.0004570707,0.001253412,0.04049341],"genre_scores_gemma":[0.9787683,0.0004243423,0.0002158457,0.001424335,0.00003152917,0.0003554207,0.001744249,0.000033042,0.01700288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6363575,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03242002335732098,"score_gpt":0.3077805406400727,"score_spread":0.2753605172827517,"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."}}