{"id":"W1736372598","doi":"10.15353/cfs-rcea.v2i2.91","title":"CRFA - SYNTHESIS - The role of transnational food and agriculture corporations in creating and responding to food crises","year":2015,"lang":"en","type":"article","venue":"Canadian Food Studies / La Revue canadienne des études sur l alimentation","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Agriculture; Livelihood; Transparency (behavior); Business; Globalization; Food systems; Food sector; Commodity; Commerce; Market economy; Food security; International trade; Industrial organization; Economics; Political science; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004406246,0.0006299519,0.000685315,0.005206507,0.003110689,0.007384215,0.0009101021,0.001917922,0.04265851],"category_scores_gemma":[0.01147467,0.0002678151,0.0009315201,0.009223369,0.001730959,0.003186542,0.002068827,0.002975881,0.003464018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02635345,"about_ca_system_score_gemma":0.03318077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2472111,"about_ca_topic_score_gemma":0.340468,"domain_scores_codex":[0.9977863,0.0007717256,0.0001133687,0.000228548,0.0006463543,0.0004536637],"domain_scores_gemma":[0.9891255,0.003752025,0.0004002925,0.0004656779,0.005538638,0.0007178578],"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":[0.0002450528,0.00007498078,0.004424917,0.0156118,0.0001794305,0.0003642013,0.008449876,0.001229708,0.0005343659,0.2911118,0.4868041,0.1909697],"study_design_scores_gemma":[0.00001196632,0.00001600764,0.007265182,0.005449076,0.00006171974,0.00004659855,0.008245412,0.0001111428,0.0001685099,0.009656191,0.968953,0.00001505743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01277719,0.2376525,0.004301792,0.2267685,0.01914488,0.0006793631,0.02414225,0.0003006116,0.4742329],"genre_scores_gemma":[0.3875318,0.2972839,0.01216636,0.07771292,0.007950344,0.001569135,0.01549976,0.0003147021,0.199971],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.752789,"threshold_uncertainty_score":0.4915442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04510307644353678,"score_gpt":0.2192898519584091,"score_spread":0.1741867755148723,"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."}}