{"id":"W6949114625","doi":"10.5281/zenodo.12714283","title":"Attagenus unicolor subsp. japonicus Reitter 1887","year":2014,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PEST analysis; Netting; Friendship; Taxonomy (biology)","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":[0.0001060082,0.0004177829,0.0001997405,0.0008040779,0.0007177445,0.0002306705,0.0002810466,0.0002523462,0.005630252],"category_scores_gemma":[0.0001939408,0.0001583719,0.0001059873,0.0005018497,0.0002212199,0.0005645526,0.0003970005,0.0002041537,0.002224629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002022627,"about_ca_system_score_gemma":0.0001692549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00503234,"about_ca_topic_score_gemma":0.009557246,"domain_scores_codex":[0.9999064,0.0000121298,0.00001675923,0.00002756035,0.00002501538,0.00001200874],"domain_scores_gemma":[0.9998758,0.00002248827,0.00004931527,0.00001240533,0.00002383107,0.00001606349],"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":[0.0008409043,0.0002339153,0.2001387,0.001560016,0.00009326671,0.004517539,0.004307769,0.001079798,0.142391,0.003526523,0.01571569,0.6255949],"study_design_scores_gemma":[0.00006639882,0.0005997026,0.7771692,0.0004014219,0.0001274568,0.01201899,0.002606748,0.001187552,0.01102012,0.0006421962,0.1941082,0.00005206517],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.830585,0.007190197,0.004221875,0.0002019847,0.0002241878,0.000250852,0.001955077,0.0003685974,0.1550022],"genre_scores_gemma":[0.974861,0.001620977,0.003384562,0.0001273335,0.0000652721,0.000117425,0.001340581,0.00001691874,0.01846585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005630252,"threshold_uncertainty_score":0.01883507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171598917343121,"score_gpt":0.2115385231608831,"score_spread":0.1943786314265711,"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."}}