{"id":"W4386138787","doi":"10.22543/0090-0222.2315","title":"The Bee, A Natural History, by Noah Wilson-Rich (2014, Princeton University Press. ISBN: 9780691161358. US$27.95)","year":2018,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Honey bee; Biology; Beekeeping; Natural history; Disappointment; Cover (algebra); Environmental ethics; Art history; Zoology; Ecology; History; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003011804,0.0002271957,0.0002039716,0.000005137299,0.001107507,0.00007266016,0.0009045202,0.00009591487,0.0001312447],"category_scores_gemma":[0.00006114469,0.00006521036,0.0001081177,0.0001457223,0.001158225,0.0001040035,0.0003015458,0.0002227881,0.000117854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001378797,"about_ca_system_score_gemma":0.00001017611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002101023,"about_ca_topic_score_gemma":0.008762611,"domain_scores_codex":[0.9985821,0.0001671639,0.0001456131,0.0003525,0.0002515435,0.0005010953],"domain_scores_gemma":[0.9992846,0.0003421445,0.0001301363,0.00008259303,0.00009003454,0.0000704453],"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":[0.0003661448,0.0000795787,0.01725426,0.000005580973,0.000102713,0.00003140193,0.0002576326,3.185766e-7,0.03886787,0.002157599,0.9346167,0.006260188],"study_design_scores_gemma":[0.0001193443,0.0002764306,0.05959908,0.00000815828,0.00003175152,0.00002160754,0.0001599718,0.00002469843,0.0009485052,0.00005288133,0.9385675,0.0001900657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718708,0.00895252,8.538792e-7,0.00462706,0.0004244464,0.0002594513,0.0001072117,0.0001547678,0.01360288],"genre_scores_gemma":[0.9383792,0.002450095,0.000007374948,0.0003660266,0.0004833659,0.000004921219,0.00002702789,0.000001686522,0.0582803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04467743,"threshold_uncertainty_score":0.8518158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03164471337590436,"score_gpt":0.1994314835905041,"score_spread":0.1677867702145998,"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."}}