{"id":"W6894012326","doi":"10.5281/zenodo.5608133","title":"Lycodes pallidus Collett 1879","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globus pallidus; Beaufort sea; Beaufort scale; Spectral analysis","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":[0.0001282329,0.0005382952,0.0002221305,0.002531387,0.001158825,0.0004877481,0.0005196527,0.0005839657,0.01370147],"category_scores_gemma":[0.0007756785,0.0001532577,0.000169072,0.0009305523,0.0009135559,0.0009093605,0.001400499,0.00053726,0.003957006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008196477,"about_ca_system_score_gemma":0.0003415517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009811448,"about_ca_topic_score_gemma":0.01832205,"domain_scores_codex":[0.9997663,0.00001476227,0.00001301247,0.00006627451,0.000115579,0.00002406609],"domain_scores_gemma":[0.9997694,0.00004137482,0.0000868583,0.00002127775,0.00005316027,0.0000278709],"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":[0.0004102343,0.0001708277,0.1277403,0.001382336,0.0001333063,0.002341298,0.005986029,0.001032352,0.04207483,0.007578428,0.07074571,0.7404043],"study_design_scores_gemma":[0.00003659273,0.0001983678,0.5468414,0.0004007216,0.00006043038,0.004976839,0.0009078499,0.0006417202,0.002215577,0.001664283,0.4420165,0.00003960933],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5022838,0.01305006,0.00691103,0.00128704,0.001218392,0.0007181808,0.0117835,0.00113295,0.4616151],"genre_scores_gemma":[0.9596799,0.001907649,0.002604803,0.0005108653,0.0003173666,0.0001384816,0.005690973,0.00005424212,0.0290957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01370147,"threshold_uncertainty_score":0.04583597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03480185424024472,"score_gpt":0.2271501178935504,"score_spread":0.1923482636533057,"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."}}