{"id":"W3121345521","doi":"","title":"Building A Strong And Viable Beef Industry In Saskatchewan Industry Issues And Outlook","year":2002,"lang":"en","type":"article","venue":"Miscellaneous Publications","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agribusiness; Beef industry; Business; Agricultural economics; Agricultural science; Commerce; Industrial organization; Economics; Agriculture; Environmental science; Biology; Ecology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002104826,0.0000712883,0.0001055869,0.0003232927,0.0007420596,0.0005860546,0.0001431727,0.0005069716,0.00284652],"category_scores_gemma":[0.000111395,0.00009996221,0.00001475704,0.000239555,0.0003990588,0.00008194173,0.00003427906,0.0006858755,0.00003057608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002403104,"about_ca_system_score_gemma":0.0001758749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.447726,"about_ca_topic_score_gemma":0.8866678,"domain_scores_codex":[0.999153,0.00006093868,0.0001409578,0.0002258545,0.0001421666,0.0002771081],"domain_scores_gemma":[0.9994675,0.00005352708,0.0000463151,0.0001488498,0.00003819685,0.0002456304],"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":[0.000004359031,0.0003536454,0.09265982,0.00007149672,0.0000489727,0.00005904684,0.08285674,0.00004020191,0.0002641864,0.06919272,0.6886269,0.06582189],"study_design_scores_gemma":[0.0001052394,0.000008119913,0.003161198,0.00001328504,0.000007713784,0.00001075839,0.007269398,0.00005374162,0.000002167422,0.0003870671,0.9888581,0.0001232082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6853921,0.002637114,0.000003636397,0.02045818,0.00009450711,0.0002659809,0.00003356762,0.0001092552,0.2910056],"genre_scores_gemma":[0.7166097,0.0001967521,0.0003199418,0.0001861951,0.0001391304,0.00002062314,0.000003690483,0.00000962298,0.2825144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4389419,"threshold_uncertainty_score":0.998065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02109503785534357,"score_gpt":0.2568342215394964,"score_spread":0.2357391836841529,"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."}}