{"id":"W2136903365","doi":"10.1111/icad.12095","title":"An artificial nesting substrate for <i>Osmia</i> species that nest under stones, with focus on <i>Osmia inermis</i> (Hymenoptera: Megachilidae)","year":2014,"lang":"en","type":"article","venue":"Insect Conservation and Diversity","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Memorial University of Newfoundland; Royal Saskatchewan Museum","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Megachilidae; Nest (protein structural motif); Hymenoptera; Ecology; Nesting (process); Biology; Pollinator; Pollination; Pollen","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001744653,0.0001479111,0.0001623108,0.00001261141,0.001057063,0.0001163567,0.0001073196,0.00005656756,0.00001683991],"category_scores_gemma":[0.00001927846,0.00006571833,0.00003247091,0.0001138811,0.00009390126,0.0002108355,0.0000596162,0.00007103059,0.000003559244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001225951,"about_ca_system_score_gemma":0.000005741906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001163738,"about_ca_topic_score_gemma":0.01023649,"domain_scores_codex":[0.9992451,0.00005001587,0.00009911588,0.0002644419,0.0001502455,0.0001910868],"domain_scores_gemma":[0.9994631,0.0002772657,0.0000842146,0.00002681742,0.00007071965,0.00007785014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006823234,0.0001237847,0.9113808,0.00001335628,0.00002300364,0.000004768988,0.0002973036,0.00002050631,0.07153197,0.007796408,0.0004996698,0.007626141],"study_design_scores_gemma":[0.000308292,0.0006126586,0.9919871,0.00001784256,0.00002292574,0.000004925841,0.0005288062,0.0002114627,0.002647305,0.001180705,0.002276242,0.0002016986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960227,0.0000189571,0.00004706057,0.002234172,0.00003873248,0.0001722372,0.00006099985,0.00007365122,0.001331517],"genre_scores_gemma":[0.9982224,0.00001330529,0.00004679578,0.001426026,0.0001594434,0.000004115932,0.00004987808,9.582586e-7,0.00007706958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08060637,"threshold_uncertainty_score":0.8130179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007897014886509,"score_gpt":0.2103980238093437,"score_spread":0.1096083223206928,"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."}}