{"id":"W6943841957","doi":"10.17605/osf.io/utky7","title":"Study 1 (TargAMPS1)","year":2020,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Protease and Inhibitor Mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Identification (biology); Work (physics); Product (mathematics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003747325,0.0002295746,0.0002351538,0.00006976757,0.0001419067,0.0002976618,0.003143872,0.000289342,0.001171235],"category_scores_gemma":[0.0003202665,0.0002041695,0.00005070727,0.0004138519,0.0001991718,0.000005897963,0.002129756,0.000246814,0.000389794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001279669,"about_ca_system_score_gemma":0.0003711923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009060098,"about_ca_topic_score_gemma":0.0000280203,"domain_scores_codex":[0.9981637,0.00004517194,0.0001426929,0.0009451315,0.0003837792,0.0003194986],"domain_scores_gemma":[0.9985589,0.000003956377,0.0001295727,0.001072026,0.00002910629,0.0002064354],"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":[0.00003370434,0.0002685706,0.0001925944,0.00001164104,0.00005739407,0.00003846174,0.0001402543,5.728429e-7,0.08744046,0.001864275,0.9068723,0.003079743],"study_design_scores_gemma":[0.0002049267,0.0006485773,0.00001707267,0.00009806079,0.00001672535,0.000003304753,0.0001927141,0.000001501796,0.06936383,0.0007611839,0.9283087,0.0003834387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001062324,0.0006592833,0.002510164,0.0002731923,0.001318953,0.002378534,0.00004773692,0.00005803297,0.9916918],"genre_scores_gemma":[0.1915099,0.0001778092,0.04478662,0.004873571,0.004351851,0.0004210671,0.00009168353,0.0007862722,0.7530013],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2386905,"threshold_uncertainty_score":0.9997419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02310129211423132,"score_gpt":0.327253362434984,"score_spread":0.3041520703207526,"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."}}