{"id":"W6912505524","doi":"10.5281/zenodo.3718129","title":"Phyllonorycter tritaenianella","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Larva; Pupa; New england; West virginia","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":[0.0001222976,0.0006360048,0.0002436801,0.001778332,0.0007817396,0.0005885117,0.0004994603,0.0003796807,0.01032023],"category_scores_gemma":[0.0003326328,0.0002135436,0.0001521312,0.0009556339,0.0004345626,0.001231856,0.0006507114,0.000404297,0.003595215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005592041,"about_ca_system_score_gemma":0.0003949928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01475114,"about_ca_topic_score_gemma":0.02066834,"domain_scores_codex":[0.9998252,0.00001951738,0.00002037931,0.00006590094,0.00004029192,0.00002880484],"domain_scores_gemma":[0.9998368,0.00002520693,0.00007879439,0.00001188114,0.00003548102,0.00001172494],"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":[0.0002029432,0.00007257474,0.01707745,0.003444816,0.00007484575,0.002051561,0.002176934,0.0007472835,0.02690577,0.002615494,0.0353037,0.9093266],"study_design_scores_gemma":[0.00003376886,0.0002387353,0.1722171,0.001678317,0.0001290383,0.01322481,0.001094564,0.0005020711,0.004053723,0.0009146833,0.8058736,0.00003958551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3128406,0.2927353,0.009758598,0.002190441,0.001050949,0.0004253465,0.005871207,0.001259434,0.3738682],"genre_scores_gemma":[0.8822588,0.06671821,0.004060629,0.001556379,0.0003641429,0.0001588362,0.002614478,0.00007132459,0.04219726],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01475114,"threshold_uncertainty_score":0.03452456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02818091577388373,"score_gpt":0.2163960937886634,"score_spread":0.1882151780147797,"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."}}