{"id":"W6963623186","doi":"10.20381/ruor-27434","title":"Ecopolitics Podcast, Episode 16: Pathways to Sustainable Food Systems","year":2020,"lang":"en","type":"other","venue":"University of Ottawa - Library","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food security; Sustainability; Food systems; Livestock; State (computer science); Politics; Sustainable agriculture; Climate change","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008724443,0.0005963956,0.0009991034,0.001207059,0.0001495811,0.00008453194,0.001479978,0.0005868381,0.005670843],"category_scores_gemma":[0.00002986901,0.0007888041,0.0003046654,0.0007825398,0.0002233788,0.0006499449,0.00113735,0.0004043446,0.005572845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003142179,"about_ca_system_score_gemma":0.0006133987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002460944,"about_ca_topic_score_gemma":0.0001392713,"domain_scores_codex":[0.9972364,0.0002379159,0.0003057717,0.0007930705,0.0005173706,0.0009094481],"domain_scores_gemma":[0.9976633,0.00007289176,0.0005179003,0.0009155056,0.00005720249,0.0007732025],"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":[0.00003978331,0.00008794283,0.0007594029,0.001367433,0.0002980262,0.0006257313,0.0003359781,0.00003077523,0.00000656735,0.1350327,0.8614009,0.00001468609],"study_design_scores_gemma":[0.0007440991,0.0003682701,0.00006443867,0.0004466968,0.0001502775,0.00001036044,0.006218638,0.00003428019,0.0000878374,0.0002695559,0.990877,0.0007285547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002202007,0.0009719253,0.0002767293,0.0004549058,0.0002998087,0.001193704,0.009592285,0.001649895,0.9853405],"genre_scores_gemma":[0.00964662,0.00004552098,0.002668219,0.0002784131,0.0005353591,8.932288e-7,0.0008146034,0.001676959,0.9843334],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1347632,"threshold_uncertainty_score":0.9994563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114742454816943,"score_gpt":0.172453823431616,"score_spread":0.1609795779499217,"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."}}