{"id":"W6893788184","doi":"10.5281/zenodo.5605428","title":"Eumicrotremus spinosus","year":2021,"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":"Cape; Beaufort scale; Confusion; Delta; Beaufort sea","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":[0.00008768217,0.0005001606,0.0001634745,0.0009346802,0.0004786825,0.0002603447,0.00029567,0.0003021478,0.01647709],"category_scores_gemma":[0.000220082,0.00009579197,0.0001515654,0.0003492669,0.0003559727,0.0003760291,0.0009002875,0.0002267976,0.004844579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002576839,"about_ca_system_score_gemma":0.0001102216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002759353,"about_ca_topic_score_gemma":0.008589647,"domain_scores_codex":[0.9998688,0.00001018452,0.00001414038,0.0000522062,0.00003188982,0.00002276263],"domain_scores_gemma":[0.9999187,0.000006795646,0.00004347109,0.000008410795,0.0000109823,0.00001158448],"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":[0.0007395006,0.0001758902,0.09701737,0.0008753333,0.0001257448,0.002540363,0.001149395,0.0006614108,0.09094073,0.002505174,0.008409024,0.7948601],"study_design_scores_gemma":[0.00005244658,0.000561022,0.7436931,0.0004646011,0.0001142774,0.01126957,0.001759012,0.0007286679,0.01083419,0.00129315,0.2291965,0.00003338837],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.808119,0.003830282,0.004306726,0.0003162949,0.000332694,0.0000893898,0.002395949,0.000328009,0.1802816],"genre_scores_gemma":[0.9769568,0.0006474811,0.003097855,0.0002200269,0.00004376768,0.00003475303,0.001423851,0.00002542445,0.01755011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01647709,"threshold_uncertainty_score":0.0551213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033215248642258,"score_gpt":0.2246742081073861,"score_spread":0.2043420556209635,"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."}}