{"id":"W6948925609","doi":"10.5281/zenodo.10167228","title":"Gyrophaena sculptipennis Casey","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":"Western Hemlock; Black spruce; Bog; Table (database); Habitat; Red pine","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":[0.0001250757,0.001190745,0.0004540823,0.002795723,0.001465607,0.0004315058,0.0008510408,0.0005500453,0.04604264],"category_scores_gemma":[0.0003399693,0.0002643389,0.0002040229,0.001284618,0.0006685988,0.001435865,0.001103745,0.0006650853,0.0261084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006193834,"about_ca_system_score_gemma":0.0002730763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008537438,"about_ca_topic_score_gemma":0.01841289,"domain_scores_codex":[0.9998094,0.00002330778,0.00001515495,0.00007439253,0.00005461674,0.00002320107],"domain_scores_gemma":[0.9998474,0.00002945865,0.00004797877,0.00002138601,0.00003143957,0.00002218515],"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":[0.0003791724,0.0002047535,0.02026628,0.0008387882,0.00004707238,0.001515285,0.001241797,0.0008846094,0.01968109,0.004199629,0.06619616,0.8845454],"study_design_scores_gemma":[0.00008278713,0.0002131662,0.1405677,0.0003274379,0.0000469669,0.002986164,0.000677201,0.0005139622,0.001811702,0.001543852,0.8512008,0.00002841813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1508662,0.01691888,0.005696008,0.0007093185,0.0009129853,0.001146578,0.01314145,0.001610125,0.8089984],"genre_scores_gemma":[0.8299994,0.008421057,0.008188807,0.0008387781,0.0005969985,0.0005622082,0.01104637,0.0002662409,0.14008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04604264,"threshold_uncertainty_score":0.154028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04906409066480798,"score_gpt":0.2272158107988146,"score_spread":0.1781517201340066,"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."}}