{"id":"W2992765257","doi":"","title":"Classifying for profit : focus on genetics","year":2007,"lang":"en","type":"article","venue":"˜The œdairy mail/˜The œDairy mail","topic":"Agricultural Economics and Policy","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herd; Dividend; Profit (economics); Affect (linguistics); Focus (optics); Business; Economics; Biology; Microeconomics; Sociology; Finance; Ecology; Communication","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":[0.001228176,0.0004841779,0.0003905161,0.0000284413,0.001264966,0.0002551893,0.001196852,0.0003026253,0.000329267],"category_scores_gemma":[0.00003722266,0.0001487378,0.0004230139,0.0004304571,0.0002380766,0.0001297125,0.0002466988,0.0004580012,0.000471392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001446603,"about_ca_system_score_gemma":0.00003326597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004106287,"about_ca_topic_score_gemma":0.00570222,"domain_scores_codex":[0.9971039,0.0001198313,0.0006545015,0.0006523475,0.0003246999,0.001144728],"domain_scores_gemma":[0.9979053,0.00103482,0.0003421777,0.0003218703,0.0001332807,0.000262566],"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":[0.0009247579,0.0002709041,0.01356249,0.00007305355,0.0003011742,0.0000270224,0.001578321,0.0002761712,0.04024785,0.03289233,0.1467714,0.7630746],"study_design_scores_gemma":[0.0007378266,0.0009113146,0.1737655,0.00004574145,0.00009379441,0.0000559843,0.0017682,0.0006805868,0.002837948,0.01052064,0.8076368,0.0009456713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651147,0.0004927177,0.00006797169,0.01811632,0.0007997846,0.001418259,0.0001363886,0.0001723865,0.01368148],"genre_scores_gemma":[0.982956,0.000123792,0.0001298299,0.003228154,0.002856748,0.0001288105,0.00006715568,0.00001003091,0.01049948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7621289,"threshold_uncertainty_score":0.9729221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03759639502187084,"score_gpt":0.2492838461463485,"score_spread":0.2116874511244776,"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."}}