{"id":"W6977447710","doi":"10.6084/m9.figshare.c.5394681.v1","title":"Carbon footprint reduction associated with a surgical outreach clinic","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carbon footprint; Outreach; Greenhouse gas; Psychological intervention; Carbon fibers; Reduction (mathematics); Baseline (sea)","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":[0.0008217053,0.0002073712,0.0002163136,0.0006083504,0.0005384294,0.0006936527,0.0005775336,0.0003406743,0.009886851],"category_scores_gemma":[0.006002241,0.0001051092,0.0008553279,0.0009600002,0.0003313358,0.0003367336,0.001088816,0.0007427318,0.0003112428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001574344,"about_ca_system_score_gemma":0.002076476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01296678,"about_ca_topic_score_gemma":0.02538462,"domain_scores_codex":[0.9972551,0.001335424,0.0001442903,0.0002125244,0.0005959605,0.0004566918],"domain_scores_gemma":[0.993148,0.00207148,0.002851836,0.0001588681,0.000535606,0.00123415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000718955,0.00103162,0.9101711,0.0006797684,0.0003696717,0.0005559656,0.0005079572,0.00210991,0.001551033,0.0002529085,0.003367639,0.07868346],"study_design_scores_gemma":[0.00003901372,0.0007727311,0.9938819,0.0001710583,0.0001211844,0.0004316737,0.001365176,0.0009690921,0.0005103356,0.0001978477,0.001523014,0.00001700985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924171,0.0005203345,0.0003825785,0.0009667386,0.00004253386,0.00008657856,0.0009562566,0.00003031756,0.004597479],"genre_scores_gemma":[0.9990865,0.0001197276,0.0002189226,0.00009622111,0.00002131021,0.0000293111,0.0001715579,0.000003223312,0.0002531682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01296678,"threshold_uncertainty_score":0.03307486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02787875880632795,"score_gpt":0.2336172411012426,"score_spread":0.2057384822949147,"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."}}