{"id":"W6907420376","doi":"10.22004/ag.econ.339009","title":"2021-2022 Strategic Issues Survey with Producers (Wave VII) Quantitative Survey Results Final Report","year":2022,"lang":"en","type":"report","venue":"AgEcon Search (University of Minnesota, USA)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Strategic planning; Survey research; Affect (linguistics); Survey data collection; Survey methodology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005877722,0.000589441,0.0003000271,0.002482771,0.001086819,0.001615006,0.001014387,0.0009158262,0.03742997],"category_scores_gemma":[0.01159924,0.0004957226,0.0003062194,0.003123779,0.0001884498,0.0009273037,0.00101342,0.0009211164,0.03223853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003527219,"about_ca_system_score_gemma":0.01134007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.261639,"about_ca_topic_score_gemma":0.2733527,"domain_scores_codex":[0.9967525,0.0005321881,0.0001739274,0.0001860222,0.001762594,0.0005927141],"domain_scores_gemma":[0.9857545,0.001724958,0.0007398511,0.0004445678,0.01003149,0.0013047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001162348,0.0002274282,0.03153408,0.0001516245,0.00001024638,0.00005364177,0.0004782934,0.0002374085,0.0002754875,0.0008739702,0.948158,0.01788366],"study_design_scores_gemma":[0.0001108554,0.0001778372,0.4017655,0.0002730308,0.00001722101,0.00006700408,0.004738037,0.0006523001,0.001364534,0.0004922448,0.5902972,0.00004433652],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.02095013,0.0001136824,0.001416626,0.003235878,0.0002769281,0.002937195,0.8946962,0.0003517844,0.0760217],"genre_scores_gemma":[0.0350967,0.0002933946,0.004680545,0.002107955,0.00008679702,0.01101437,0.7947621,0.0001598431,0.1517982],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.261639,"threshold_uncertainty_score":0.5202321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2983992551572343,"score_gpt":0.3578557818406171,"score_spread":0.05945652668338286,"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."}}