{"id":"W1580410547","doi":"10.15353/joci.v1i3.2031","title":"Crisis, Farming &amp; Community","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Government (linguistics); Public relations; Business; Action (physics); ICTS; Community organization; Economic growth; Political science; Information and Communications Technology; Economics; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004465714,0.00009308084,0.0001935739,0.00001670791,0.001028621,0.00003746189,0.001131616,0.00004598018,0.0001601149],"category_scores_gemma":[0.0002423918,0.00002854221,0.0001069663,0.0001449192,0.00008875332,0.0003481176,0.0003243667,0.001082876,0.00007459355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000261216,"about_ca_system_score_gemma":0.000005560823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003322486,"about_ca_topic_score_gemma":0.000807624,"domain_scores_codex":[0.9976932,0.001379552,0.0005857832,0.000004647779,0.0001642714,0.0001725314],"domain_scores_gemma":[0.9979135,0.001266519,0.0004867636,0.0001385657,0.0001203508,0.00007426892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00060699,0.001337503,0.008534091,0.0001434929,0.000395989,5.096571e-7,0.2046334,0.002399995,0.004254763,0.002401684,0.4181724,0.3571192],"study_design_scores_gemma":[0.0003194266,0.0005798909,0.1069917,0.00004575102,0.0001506262,0.00007558979,0.3394558,0.0002295182,0.00007859404,0.004181999,0.5476665,0.0002245657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899279,0.00009086951,0.0001588027,0.005293413,0.00004095192,0.00005205748,0.000004985709,0.00001597152,0.004415084],"genre_scores_gemma":[0.9943037,0.0002017423,0.0002284109,0.005073506,0.0001252769,3.661794e-7,0.00001185285,4.863246e-7,0.0000546616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3568946,"threshold_uncertainty_score":0.7911428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08842091861863999,"score_gpt":0.2979782989688685,"score_spread":0.2095573803502285,"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."}}