{"id":"W3003455551","doi":"10.3390/insects11020088","title":"Proceedings of the 2019 American Bee Research Conference","year":2020,"lang":"en","type":"article","venue":"Insects","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Biology; Honey bee; Convention; Ecology; Political science; Law; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00346763,0.0008458215,0.000531024,0.001523481,0.001989271,0.004606443,0.0009550214,0.00148989,0.107101],"category_scores_gemma":[0.002667495,0.0002243188,0.0005592902,0.0009560707,0.0004945539,0.001403928,0.002134116,0.002366715,0.0432013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002925882,"about_ca_system_score_gemma":0.004767752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005464574,"about_ca_topic_score_gemma":0.01697421,"domain_scores_codex":[0.9979868,0.000281095,0.00009097975,0.0001735707,0.001197832,0.0002697559],"domain_scores_gemma":[0.9958035,0.0002191318,0.0001233116,0.0001158836,0.002699707,0.001038443],"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":[0.0001140756,0.00008669568,0.0003696408,0.0001375197,0.000009624589,0.0001087486,0.00009294687,0.00009022615,0.001007493,0.001667561,0.9486638,0.04765162],"study_design_scores_gemma":[0.000004380484,0.00002536798,0.0007472933,0.00007457111,0.000004397294,0.00003689056,0.000116466,0.00006728225,0.0003111657,0.0003286575,0.9982764,0.000007040452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01361163,0.03805349,0.004714031,0.06548233,0.2163691,0.0006995702,0.004919156,0.0009475041,0.6552032],"genre_scores_gemma":[0.03391366,0.02050882,0.003634655,0.00556623,0.02288004,0.0004750845,0.007978234,0.0004194822,0.9046239],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.107101,"threshold_uncertainty_score":0.3582885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1244588581149627,"score_gpt":0.319194720973578,"score_spread":0.1947358628586153,"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."}}