{"id":"W6893980587","doi":"10.5281/zenodo.5818559","title":"Lethenteron camtschaticum","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":"Peninsula; Beaufort sea; Arctic; Bay; Beaufort scale","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":[0.00005920357,0.0003952844,0.0001439516,0.0006260716,0.0006804703,0.0002127451,0.0003438378,0.0002810645,0.01046109],"category_scores_gemma":[0.0002266387,0.00009077417,0.00009516131,0.0003090588,0.0004690051,0.0004775922,0.0007956295,0.0002447011,0.002118225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005703007,"about_ca_system_score_gemma":0.0001966467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008650441,"about_ca_topic_score_gemma":0.01821922,"domain_scores_codex":[0.9999456,0.000005560534,0.000003856535,0.00002113793,0.00001318465,0.00001057792],"domain_scores_gemma":[0.9999433,0.000007286047,0.00002087883,0.000006812223,0.00001295526,0.000008749713],"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":[0.0009285395,0.0001178644,0.1623541,0.00177078,0.00007742883,0.006273416,0.003817413,0.001462476,0.1353283,0.005893751,0.02004439,0.6619316],"study_design_scores_gemma":[0.00006790728,0.0005104741,0.7679487,0.0005216187,0.0000824228,0.005775789,0.00309411,0.0007532614,0.0078988,0.001632738,0.2116877,0.00002651895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7785413,0.004801309,0.001851657,0.000530529,0.0002655747,0.0001781245,0.001247167,0.0002774308,0.2123069],"genre_scores_gemma":[0.9781039,0.0009721302,0.001124371,0.0002388917,0.00004120494,0.00007176914,0.0008471732,0.00000907861,0.0185915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01046109,"threshold_uncertainty_score":0.03499585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01983049875383343,"score_gpt":0.2246549554970684,"score_spread":0.204824456743235,"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."}}