{"id":"W2103047950","doi":"10.1002/ieam.1675","title":"Initial recommendations for higher-tier risk assessment protocols for bumble bees, <i>Bombus</i> spp. (Hymenoptera: Apidae)","year":2015,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Dalhousie University","funders":"Biotechnology and Biological Sciences Research Council; Bayer CropScience","keywords":"Pollinator; Context (archaeology); Ecology; Scrutiny; Biology; Apidae; Environmental resource management; Environmental planning; Pollination; Geography; Hymenoptera; Political science; Law; Environmental 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":[0.1791124,0.002630126,0.001424771,0.006959022,0.003509073,0.00513899,0.009286482,0.009066178,0.01900298],"category_scores_gemma":[0.1482723,0.002519211,0.003366021,0.002841731,0.002973163,0.007484303,0.00514931,0.009750753,0.01562886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003626775,"about_ca_system_score_gemma":0.01909197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006281271,"about_ca_topic_score_gemma":0.01047493,"domain_scores_codex":[0.9312477,0.03846484,0.01152956,0.002499758,0.01387373,0.002384498],"domain_scores_gemma":[0.7896912,0.05749345,0.01575049,0.01998531,0.1107836,0.006295918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001758703,0.003714503,0.01285088,0.009463652,0.0002152387,0.00356646,0.01046508,0.005764157,0.1446212,0.02336071,0.3848352,0.3993843],"study_design_scores_gemma":[0.0003630038,0.002868034,0.01244378,0.01165617,0.0003318262,0.001529261,0.006324199,0.004633275,0.05128143,0.01279222,0.8952848,0.0004921047],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03265295,0.007185995,0.6559962,0.05418394,0.006646796,0.1374661,0.01214087,0.0121225,0.08160462],"genre_scores_gemma":[0.0289301,0.006736766,0.8414906,0.01446437,0.0008096877,0.06972378,0.008820495,0.001220939,0.02780327],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1791124,"threshold_uncertainty_score":0.947248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0745442443991277,"score_gpt":0.307951420858966,"score_spread":0.2334071764598383,"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."}}