{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007953243,0.0004308761,0.0004952389,0.001599384,0.01402832,0.004024414,0.001385424,0.001071123,0.002492572],"category_scores_gemma":[0.01044812,0.0007017596,0.0002211813,0.002925029,0.00638106,0.001475109,0.002510305,0.001682148,0.0001434557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03683816,"about_ca_system_score_gemma":0.04845878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9146322,"about_ca_topic_score_gemma":0.9526402,"domain_scores_codex":[0.9953851,0.002160548,0.0001441043,0.0002612614,0.0007966695,0.001252307],"domain_scores_gemma":[0.984298,0.01013805,0.001017685,0.0001647832,0.002388459,0.00199304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004665072,0.00003184055,0.01197673,0.00008752,0.000003324795,0.0006653296,0.9836068,0.00002669708,0.0004983608,0.0002328551,0.0002949333,0.002529047],"study_design_scores_gemma":[0.000002295722,0.00001608355,0.006763585,0.00006455138,0.000002489512,0.00003676898,0.9911317,0.00003278635,0.00006854677,0.00002442591,0.001850526,0.000006212095],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947824,0.0003770593,0.0003477118,0.0009229253,0.00001247914,0.00009988661,0.0001468951,0.000004966748,0.003305696],"genre_scores_gemma":[0.9954416,0.0005965641,0.0004896423,0.000340908,0.000004417474,0.00007428953,0.000093578,0.000008337423,0.002950788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0853678,"threshold_uncertainty_score":0.2672808,"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."}}