{"id":"W4210804398","doi":"10.1007/s10460-021-10289-9","title":"Does direct farm marketing fulfill its promises? analyzing job satisfaction among direct-market farmers in Canada","year":2022,"lang":"en","type":"article","venue":"Agriculture and Human Values","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Agriculture and Agri-Food Canada","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Marketing; Business; Revenue; Direct marketing; Competition (biology); Job satisfaction; Scale (ratio); Work (physics); Survey data collection; Economics; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004507165,0.0003171578,0.0003739786,0.00002488295,0.001233492,0.0001331458,0.0002351616,0.00008425052,0.001090739],"category_scores_gemma":[0.00005111207,0.00009796849,0.00009902921,0.0005855415,0.00003627051,0.0001914116,0.0001957908,0.0004095297,0.000001193715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002941312,"about_ca_system_score_gemma":0.00003074666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4255284,"about_ca_topic_score_gemma":0.9391371,"domain_scores_codex":[0.9977522,0.0003896677,0.0003518307,0.0006084773,0.0004208096,0.000477005],"domain_scores_gemma":[0.9993313,0.000209744,0.0001926765,0.00006145093,0.00005740698,0.0001474325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006001692,0.00007727616,0.7711154,0.00005353677,0.000104426,0.00005514615,0.0006227593,0.00003781622,0.1694938,0.00005104176,0.034904,0.02342482],"study_design_scores_gemma":[0.0001708895,0.0000861494,0.9652492,0.00004362856,0.00003681604,0.000007299702,0.00541645,0.000007899602,0.001095886,0.00002991732,0.02745461,0.0004012673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890769,0.0007102484,1.050469e-8,0.0009386483,0.0002643916,0.0003758642,0.0001272116,0.00008246266,0.008424316],"genre_scores_gemma":[0.9954461,0.0001448597,0.000004714726,0.0001377515,0.0003497498,0.00006708979,0.00009977062,0.000002769353,0.003747126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5136087,"threshold_uncertainty_score":0.9998224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006474483686061482,"score_gpt":0.1822298095035562,"score_spread":0.1757553258174947,"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."}}