{"id":"W3122538081","doi":"","title":"Beef Demand And Health And Food Safety Risks","year":2002,"lang":"en","type":"article","venue":"Miscellaneous Publications","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Product (mathematics); Courage; Business; Food safety; On demand; Beef industry; Agribusiness; Marketing; Agricultural economics; Commerce; Economics; Food science; Agriculture","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001325125,0.00008350979,0.0001064738,0.000009809765,0.0005065274,0.00008012639,0.00009748198,0.00004363895,0.0007564202],"category_scores_gemma":[0.00001942337,0.00003684477,0.00002092106,0.000142895,0.00007012465,0.00002107826,0.0000428085,0.00007607521,0.00003701423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000101799,"about_ca_system_score_gemma":0.000003807803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005206635,"about_ca_topic_score_gemma":0.005008653,"domain_scores_codex":[0.9993012,0.00004004381,0.0001521578,0.000229725,0.00007827997,0.0001986037],"domain_scores_gemma":[0.999558,0.00008119993,0.00005269383,0.00006027729,0.00002883413,0.0002190356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001501727,0.0003685814,0.01272323,0.00004011671,0.00005210053,0.00000243909,0.001129499,0.000006629436,0.001298864,0.01469724,0.1180738,0.8515925],"study_design_scores_gemma":[0.0001349526,0.0005697366,0.1220166,0.000006030323,0.000005333879,0.00009241011,0.0002072296,0.0002533292,0.00001047445,0.0005295441,0.8760349,0.0001394262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6500404,0.008671485,0.00001167237,0.2470919,0.00005691334,0.0004998609,0.0002044574,0.0002623498,0.09316096],"genre_scores_gemma":[0.9933819,0.001658643,0.0001246922,0.000851922,0.00006610273,0.0000105308,0.00006600052,8.021757e-7,0.003839365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8514531,"threshold_uncertainty_score":0.828227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07675034672475307,"score_gpt":0.2493769374030651,"score_spread":0.172626590678312,"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."}}