{"id":"W2980682485","doi":"","title":"Change Your Diet, Change the Climate","year":2018,"lang":"en","type":"article","venue":"Journal for Activist Science and Technology Education","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Climate change; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007583974,0.00009250201,0.00007166135,0.00008732439,0.001822405,0.00009314857,0.0003289383,0.00006403656,0.00006544542],"category_scores_gemma":[0.0001506803,0.00005310632,0.00002207967,0.0006300699,0.002286996,0.001081673,0.0001737328,0.0001659781,0.0000347828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000363083,"about_ca_system_score_gemma":0.00004079419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005085224,"about_ca_topic_score_gemma":0.00002496891,"domain_scores_codex":[0.9990848,0.00001184362,0.0001039648,0.0002196966,0.0002215572,0.0003581771],"domain_scores_gemma":[0.999571,0.00001592655,0.0001114097,0.0001669072,0.00004615495,0.00008862443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007417457,0.0004425519,0.15448,0.0000151544,0.000009063953,9.935003e-7,0.006096531,3.525262e-7,0.01622584,0.001310087,0.008586402,0.8127589],"study_design_scores_gemma":[0.0002175256,0.001531911,0.7969607,0.00002390826,0.00003477125,0.0003831632,0.01476963,0.000164083,0.005192138,0.01479343,0.1656604,0.0002684546],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974013,0.00008259108,0.00004515977,0.02371127,0.0005586029,0.0004554551,0.000001886014,0.00002365278,0.001108372],"genre_scores_gemma":[0.9983329,0.0001160631,0.0002236869,0.0006536474,0.0003738429,0.00013049,6.612768e-7,0.000004505462,0.000164163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8124904,"threshold_uncertainty_score":0.9994771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02644113644111864,"score_gpt":0.315514948236623,"score_spread":0.2890738117955044,"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."}}