{"id":"W6926434966","doi":"10.25375/uct.7233875.v1","title":"DDPP Phase II - Model Inputs","year":2019,"lang":"en","type":"dataset","venue":"Figshare","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); Sustainable development; Phase (matter); Climate change; Greenhouse gas; Energy sector; Sustainable energy; Energy (signal processing)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001556286,0.00208345,0.00112066,0.002185843,0.0006448851,0.001982677,0.003483851,0.00260856,0.06109023],"category_scores_gemma":[0.008376238,0.0006868356,0.002659053,0.003266612,0.0004156156,0.001588987,0.001120591,0.00224244,0.04723345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001774781,"about_ca_system_score_gemma":0.002119339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02226716,"about_ca_topic_score_gemma":0.03479451,"domain_scores_codex":[0.9991616,0.0002262416,0.00007801435,0.000306866,0.0001409358,0.00008634817],"domain_scores_gemma":[0.9981761,0.0008659026,0.0001034669,0.0003337305,0.0004233819,0.00009740717],"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":[0.0002465963,0.00009871196,0.002739018,0.001235255,0.0001902706,0.00007483978,0.00002216868,0.01549906,0.0001542747,0.0015347,0.9716389,0.006566266],"study_design_scores_gemma":[0.001622995,0.0001440474,0.008062174,0.0009020526,0.0002273505,0.000206227,0.0001662418,0.03067321,0.001007523,0.01217158,0.9447095,0.0001069718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006864378,0.0001594672,0.0003586949,0.0001926388,0.00006923566,0.00003980088,0.9967636,0.0007244474,0.001005669],"genre_scores_gemma":[0.001882148,0.00009299117,0.001171676,0.0001010772,0.00001232656,0.0001964334,0.9956539,0.0001021872,0.0007872567],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06109023,"threshold_uncertainty_score":0.2043672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06596604873257922,"score_gpt":0.3203633026532103,"score_spread":0.2543972539206311,"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."}}