{"id":"W3155741030","doi":"10.1007/s10460-021-10210-4","title":"Moving beyond direct marketing with new mediated models: evolution of or departure from alternative food networks?","year":2021,"lang":"en","type":"article","venue":"Agriculture and Human Values","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Mitacs","keywords":"Intermediary; Core (optical fiber); Intermediation; Marketing; Ideal (ethics); Economics; Heuristic; Business; Industrial organization; Political science; Computer science; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001202069,0.0002689146,0.0003602806,0.000008667294,0.0003292506,0.0001085528,0.0001740388,0.0001915724,0.0001977093],"category_scores_gemma":[0.00004808012,0.00007745541,0.00008593818,0.0004295968,0.00005591937,0.0002886485,0.0001039424,0.0002096382,0.000001346569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002941808,"about_ca_system_score_gemma":0.0000191069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006883916,"about_ca_topic_score_gemma":0.01191051,"domain_scores_codex":[0.9985716,0.0001334544,0.0002567526,0.0004774882,0.0002824572,0.0002781875],"domain_scores_gemma":[0.9990887,0.0003201406,0.000195046,0.00006528913,0.0001788268,0.0001520029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006923074,0.0007775894,0.02151821,0.0001036981,0.001458786,0.0001320322,0.004087439,0.001240837,0.8793996,0.005408459,0.06680435,0.01837672],"study_design_scores_gemma":[0.002318272,0.002946073,0.9000289,0.001349822,0.0007323129,0.0001358264,0.01851164,0.0008049865,0.0425962,0.01304533,0.01540665,0.002123966],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907967,0.005891195,0.00002134685,0.0007997993,0.00007914298,0.0001734313,0.0001177433,0.00009170717,0.002028962],"genre_scores_gemma":[0.9969785,0.000262974,0.0001789293,0.0001068076,0.001024944,0.000005763109,0.0004239995,0.000002413415,0.001015694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8785107,"threshold_uncertainty_score":0.6646346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434016676737356,"score_gpt":0.1929270630096244,"score_spread":0.1785868962422509,"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."}}