{"id":"W4405744996","doi":"10.2458/jpe.7243","title":"Review of Ellingson, Stephen. 2024. Planting with purpose: How farmers create a resilient food landscape.","year":2024,"lang":"en","type":"article","venue":"Journal of Political Ecology","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Chemistry; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00148327,0.0001215288,0.0004750012,0.0001495282,0.0001138732,0.00005924867,0.0002664387,0.0001253841,0.001050584],"category_scores_gemma":[0.001744611,0.00007884795,0.0001614852,0.0002982323,0.0004122595,0.0001437762,0.00003826576,0.0004549004,0.00002937459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001479854,"about_ca_system_score_gemma":0.0007792091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009120232,"about_ca_topic_score_gemma":0.0003551017,"domain_scores_codex":[0.9979631,0.0003835238,0.0004997665,0.0001573154,0.0003935842,0.0006026551],"domain_scores_gemma":[0.9981513,0.0009150544,0.0001895124,0.00009225784,0.0003869897,0.0002648891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003163973,0.0002784362,0.002215989,0.00600374,0.0006652907,0.0005767902,0.004648453,0.00001424326,0.0001991286,0.8873499,0.09392945,0.003802182],"study_design_scores_gemma":[0.0008644505,0.006651569,0.0005005829,0.01401815,0.0007030272,0.000898144,0.01014302,0.0001958083,0.0008718817,0.00761173,0.9570501,0.0004914925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2995468,0.09956317,0.001813503,0.1749752,0.005202034,0.001782567,0.00007524604,0.0001484466,0.4168931],"genre_scores_gemma":[0.9905562,0.004331774,0.0004553125,0.001763797,0.0005753298,0.000003650992,8.276037e-7,0.00001869381,0.002294376],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8797382,"threshold_uncertainty_score":0.9998626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02589424904238955,"score_gpt":0.3009146464728089,"score_spread":0.2750203974304193,"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."}}