{"id":"W4408470777","doi":"10.21083/ruralreview.v7i1.7392","title":"Navigating the Digital Frontier: An Exploration of Technology Adoption in Ontario's Rainbow Trout Farming Industry","year":2023,"lang":"en","type":"article","venue":"Rural Review Ontario Rural Planning Development and Policy","topic":"Food Industry and Aquatic Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Rainbow trout; Frontier; Fishery; Agriculture; Business; Fish <Actinopterygii>; Geography; Biology; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002364343,0.0002073524,0.0002049889,0.001803347,0.007259574,0.00447475,0.0008028341,0.0005697965,0.002058416],"category_scores_gemma":[0.003952962,0.0002307486,0.0002837305,0.005013399,0.003933696,0.001840437,0.002585266,0.0008290423,0.0001201177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06517415,"about_ca_system_score_gemma":0.09177545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9570613,"about_ca_topic_score_gemma":0.9841112,"domain_scores_codex":[0.9977164,0.0004657396,0.0000807503,0.0001725211,0.0008988897,0.0006656591],"domain_scores_gemma":[0.9964442,0.001458305,0.0004952846,0.00008176772,0.0009971812,0.0005232323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001376325,0.0001557437,0.2213539,0.0006052141,0.00002956149,0.003011822,0.6624648,0.00051883,0.003611673,0.01047631,0.002437692,0.09519684],"study_design_scores_gemma":[0.00000802532,0.00007390956,0.1915989,0.000289048,0.00001853291,0.0001226571,0.7687044,0.0004277685,0.0002839598,0.0005260273,0.03792046,0.00002624669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754618,0.0006017585,0.000580572,0.002298116,0.00001028494,0.0001181992,0.0001122927,0.000007343504,0.02080969],"genre_scores_gemma":[0.9910694,0.00190102,0.0009949994,0.0003258025,0.000003200843,0.00004661334,0.00007659894,0.000006600116,0.005575762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06517415,"threshold_uncertainty_score":0.4728738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06894339616196929,"score_gpt":0.3042460502816254,"score_spread":0.2353026541196561,"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."}}