{"id":"W1654074933","doi":"10.15353/cfs-rcea.v2i2.87","title":"Corporate role in food and agriculture","year":2015,"lang":"en","type":"article","venue":"Canadian Food Studies / La Revue canadienne des études sur l alimentation","topic":"Global Trade and Competitiveness","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Waterloo","funders":"","keywords":"Agriculture; Food systems; Business; Consumption (sociology); Production (economics); Food processing; Control (management); Food security; Industrial organization; Economics; Political science; Geography; Sociology; Management; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000259468,0.0002130592,0.0002531774,0.0002754751,0.0001662294,0.0001522086,0.0001343166,0.00006669573,0.000005689727],"category_scores_gemma":[0.0000914712,0.0002133767,0.00003377581,0.0006001766,0.0001068925,0.0006282988,0.00005262736,0.00009387326,0.00001246189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006132634,"about_ca_system_score_gemma":0.00009154906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1489005,"about_ca_topic_score_gemma":0.9825582,"domain_scores_codex":[0.9988874,0.00002750203,0.0002212289,0.0003118139,0.00007635065,0.0004757095],"domain_scores_gemma":[0.9992534,0.00003040401,0.0001388909,0.0001136468,0.0003171342,0.0001465047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00009708558,0.0001228735,0.3823859,0.0008649181,0.0008600923,0.0004244296,0.01200774,0.0006962604,0.0008426486,0.5938389,0.001961276,0.005897831],"study_design_scores_gemma":[0.004187973,0.000554016,0.623204,0.0007900628,0.0002931772,0.00009876338,0.1259729,0.0003184683,0.0002888485,0.04758273,0.1950326,0.001676349],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891148,0.002600531,0.00000142441,0.0008875729,0.0002189975,0.0002723183,0.00003213146,0.00003167898,0.006840534],"genre_scores_gemma":[0.9986278,0.00005857072,0.00003919879,0.0008583249,0.0001881811,0.00006328781,0.00007034282,0.00001877808,0.00007552625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8336577,"threshold_uncertainty_score":0.8701248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05862325297845452,"score_gpt":0.2107329609082063,"score_spread":0.1521097079297518,"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."}}