{"id":"W3017278749","doi":"","title":"Information needs, sources, and decision-making by hatching egg and broiler chicken producers: A qualitative study in Alberta, Canada.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Livestock and Poultry Management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Hatching; Flock; Information needs; Incubation; Library science; Geography; Biology; Ecology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004422014,0.00008855115,0.000109558,0.00001535391,0.0003589189,0.0002928121,0.0001522358,0.00002467428,0.000005777919],"category_scores_gemma":[0.0002701826,0.00003723208,0.000008174507,0.00006681254,0.0000286915,0.0005628014,0.0001471619,0.0000683556,7.069054e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002809633,"about_ca_system_score_gemma":0.000006882716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.490192,"about_ca_topic_score_gemma":0.7444614,"domain_scores_codex":[0.9993238,0.00005426686,0.0001585803,0.0001101962,0.000160136,0.0001929825],"domain_scores_gemma":[0.9994789,0.0002646268,0.0001168581,0.00005931967,0.00001744173,0.00006288882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003651798,0.00003907453,0.173381,0.0000083587,0.00001753885,7.14684e-7,0.03323229,0.000002316617,0.000004576909,0.00005586762,0.00180978,0.791412],"study_design_scores_gemma":[0.0001851496,0.00002374998,0.935128,0.00001401701,0.00000572394,6.564185e-7,0.05161524,0.000008989992,0.000002370126,0.0003091912,0.01259929,0.0001076728],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962072,0.00006252207,0.000001267687,0.002177515,0.00005961592,0.0007181219,0.00001141819,0.000007006587,0.0007553331],"genre_scores_gemma":[0.999338,0.00001139276,0.0000156657,0.0001851231,0.00003217843,0.0001787524,0.000008569449,4.632509e-7,0.0002298223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7913043,"threshold_uncertainty_score":0.5132028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158477025337322,"score_gpt":0.2400817399413628,"score_spread":0.2242340374076306,"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."}}