{"id":"W6991167544","doi":"","title":"To fight for collective food security and social dignity","year":2022,"lang":"en","type":"other","venue":"Epsilon Archive for Student Projects (University of Southampton)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dignity; Food security; Food systems; Politics; Right to food; Food sovereignty; Economic Justice; Ideology","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":[],"category_scores_codex":[0.0004781984,0.0006540953,0.001164442,0.001424182,0.001279306,0.00004934618,0.001033915,0.0002508396,0.001488904],"category_scores_gemma":[0.00008233894,0.0008511631,0.0005749218,0.0005619049,0.0004115866,0.0001097896,0.001471987,0.0004469504,0.00005771831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005552139,"about_ca_system_score_gemma":0.0004586722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000535253,"about_ca_topic_score_gemma":0.008274968,"domain_scores_codex":[0.9966769,0.0002531993,0.0002580702,0.001292641,0.00076513,0.0007540474],"domain_scores_gemma":[0.9980855,0.0003625602,0.0007360179,0.0004198253,0.0001712689,0.0002248108],"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":[0.003663538,0.001021916,0.001907514,0.001002196,0.002192886,0.00001060868,0.1973765,0.000003156543,0.00008711596,0.003196716,0.7892758,0.0002620646],"study_design_scores_gemma":[0.008776566,0.005327004,0.002648626,0.0001593897,0.0008702719,0.000003838163,0.07801225,0.00005551119,0.00002619631,0.003428148,0.8992367,0.001455441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09015947,0.0003121169,0.01057148,0.0007065329,0.00101869,0.04669085,0.2601145,0.001397413,0.589029],"genre_scores_gemma":[0.07361673,0.00004514126,0.04120619,0.0003948745,0.0007272749,0.000717011,0.007783636,0.003248106,0.872261],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2832321,"threshold_uncertainty_score":0.9994239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02562388590130966,"score_gpt":0.2625468021669602,"score_spread":0.2369229162656505,"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."}}