{"id":"W6927001745","doi":"10.26188/17255774.v1","title":"I4C COP26 Insights Student-Led Report.pdf","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Key (lock); Action (physics); Government (linguistics); Global warming; Set (abstract data type)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002479073,0.0008624314,0.0005566264,0.001983788,0.001316234,0.006677061,0.001329835,0.002218838,0.8063809],"category_scores_gemma":[0.009846644,0.000451605,0.0005779273,0.00307712,0.000418488,0.002238634,0.002996623,0.002624452,0.700894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002269438,"about_ca_system_score_gemma":0.005291738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009551258,"about_ca_topic_score_gemma":0.0130272,"domain_scores_codex":[0.9978564,0.0002058652,0.00006604472,0.0001510469,0.00141565,0.0003050017],"domain_scores_gemma":[0.9922968,0.001184462,0.0003257944,0.0004841584,0.004303093,0.001405779],"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":[0.00001277384,0.00001436342,0.00003166256,0.00005234616,4.542872e-7,0.000009507895,0.00001245018,0.00001474628,0.00004448162,0.0005288939,0.9865622,0.0127161],"study_design_scores_gemma":[0.000003823211,0.00000628362,0.0001282303,0.00004000217,4.293571e-7,0.000006422236,0.0000220964,0.00001224689,0.00007255494,0.0001580375,0.9995468,0.000003031579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000317788,0.0006973251,0.001576636,0.009890028,0.009828268,0.0005524214,0.06292856,0.004509837,0.9096991],"genre_scores_gemma":[0.001367785,0.0007569626,0.001043279,0.002975629,0.001140918,0.0004077242,0.01977101,0.001884697,0.9706519],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8063809,"threshold_uncertainty_score":0.2761741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02589350322853412,"score_gpt":0.2877519502488786,"score_spread":0.2618584470203445,"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."}}