{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006999116,0.0001943967,0.0003108982,0.0009255816,0.002681087,0.001263562,0.0007107873,0.0003198851,0.002428086],"category_scores_gemma":[0.002008384,0.0001800859,0.0002680992,0.002917415,0.0008898591,0.0003137684,0.0007022835,0.0004419309,0.0002074427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01691875,"about_ca_system_score_gemma":0.02446741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9894994,"about_ca_topic_score_gemma":0.9966955,"domain_scores_codex":[0.9993508,0.0000503964,0.00002199502,0.00007401867,0.0002148005,0.000287929],"domain_scores_gemma":[0.9980974,0.0001712185,0.0002775707,0.00005065689,0.0007578232,0.0006454136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004284181,0.00004929506,0.989485,0.00001948701,0.00001527932,0.00006704741,0.002565656,0.00006862463,0.0002692316,0.00007598873,0.0004955054,0.006846044],"study_design_scores_gemma":[0.000001535707,0.00001423515,0.9938977,0.000008241079,0.000003531494,0.0000084857,0.005399887,0.0001185456,0.00003696049,0.00001081554,0.0004967808,0.000003163806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998246,0.00006796598,0.00002948896,0.0001396845,0.000002179502,0.0000112289,0.0003814816,0.000001763689,0.001120309],"genre_scores_gemma":[0.9985287,0.0001071307,0.00007116412,0.00004065197,0.000001571833,0.000006530408,0.0002708355,0.000001455695,0.0009719476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01691875,"threshold_uncertainty_score":0.1227547,"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."}}