{"id":"W6893668057","doi":"10.5281/zenodo.5337735","title":"Monopis laevigella","year":2017,"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":"","funders":"","keywords":"Locality; Nearctic ecozone; Period (music); Natural (archaeology)","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":[0.0003917375,0.001224389,0.0006204335,0.002882161,0.003560157,0.001553743,0.0009953328,0.001148077,0.02492096],"category_scores_gemma":[0.0007302037,0.0003524682,0.0003213465,0.0008194568,0.001383229,0.001842443,0.001820468,0.001403102,0.01127707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001412433,"about_ca_system_score_gemma":0.0005585808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004658985,"about_ca_topic_score_gemma":0.007239625,"domain_scores_codex":[0.9992396,0.00015322,0.00004643111,0.000277503,0.0001606852,0.0001226417],"domain_scores_gemma":[0.9996814,0.00006940285,0.00009089648,0.00005221877,0.00007614848,0.00002995488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007849485,0.0002334936,0.02586914,0.001612871,0.0001961395,0.001850701,0.004032495,0.0007399198,0.04557653,0.05818145,0.0465255,0.8143969],"study_design_scores_gemma":[0.00003865959,0.000133958,0.0451773,0.0006082414,0.00007984157,0.004936472,0.0005818558,0.0004783997,0.002516766,0.002566061,0.9428448,0.00003762643],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1331185,0.04714419,0.01017163,0.001954026,0.001364051,0.0004176624,0.005214919,0.001884201,0.7987308],"genre_scores_gemma":[0.8582143,0.008726208,0.01046763,0.001798788,0.001107569,0.0004076023,0.005961319,0.0002191159,0.1130975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02492096,"threshold_uncertainty_score":0.08336896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05187319575677327,"score_gpt":0.2346648597474638,"score_spread":0.1827916639906906,"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."}}