{"id":"W6967667073","doi":"10.5281/zenodo.10167065","title":"Dalotia coriaria AB, BC, NB, NS, ON, QC","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Agriculture and Agri-Food Canada; Canadian Forest Service","funders":"","keywords":"Swamp; Nuisance; Habitat; Plant litter; Litter; Table (database); Predator","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004305403,0.0001037586,0.000095006,0.00003558646,0.001736161,0.0004756492,0.0005331369,0.00006066334,0.01349047],"category_scores_gemma":[0.0003036017,0.00005502245,0.00005237592,0.0007602128,0.00006588523,0.0001304498,0.000444382,0.0001474582,0.02404695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006046464,"about_ca_system_score_gemma":0.000001044372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005997908,"about_ca_topic_score_gemma":0.000004981773,"domain_scores_codex":[0.9988027,0.0001677335,0.0001573387,0.000319704,0.0002409533,0.0003116173],"domain_scores_gemma":[0.9994557,0.00004933973,0.00005708148,0.0001129399,0.000188435,0.0001364545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000105791,0.0001329946,0.00009157733,0.00001040552,0.0000171665,0.00001477202,0.0001108871,0.00002374622,0.009080129,0.00916804,0.3544354,0.6268091],"study_design_scores_gemma":[0.0001726629,0.0002645054,0.02210565,0.00001154247,0.000004374692,0.00001010995,0.0001716691,0.0001135,0.0004175804,0.0002237769,0.9763823,0.0001223066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9126789,0.00001839851,0.0000838999,0.002760843,0.0002264425,0.0003895889,0.0005767589,0.001506779,0.08175841],"genre_scores_gemma":[0.9945164,0.00003806902,0.000008604595,0.0001438181,0.0002811426,6.096825e-8,0.004610878,0.00001824399,0.0003828003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6266868,"threshold_uncertainty_score":0.9995635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04703922725606482,"score_gpt":0.227235432999365,"score_spread":0.1801962057433001,"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."}}