{"id":"W6893548022","doi":"10.5281/zenodo.3792948","title":"Mocyta breviuscula","year":2008,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Nova Scotia Hospital","funders":"","keywords":"Nova scotia; Queen (butterfly); Spring (device); Nova (rocket)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007914836,0.0001195675,0.0001456726,0.0001513715,0.002670025,0.0005350477,0.001092967,0.0000495074,0.04495351],"category_scores_gemma":[0.0004105768,0.0001139449,0.0000600788,0.0004364016,0.0002809101,0.0003056373,0.001048062,0.0001848762,0.04853443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009013122,"about_ca_system_score_gemma":0.000006595523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002900439,"about_ca_topic_score_gemma":1.182541e-7,"domain_scores_codex":[0.9980666,0.0002859223,0.0002100666,0.0003989288,0.0005594007,0.0004790721],"domain_scores_gemma":[0.9987965,0.00002281269,0.00005911436,0.0004830268,0.0004049471,0.0002336189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001025406,0.0003971016,0.00002288331,0.0001180782,0.00003132726,0.0001922162,0.001462498,0.0000868861,0.3783732,0.0112808,0.5342403,0.07369218],"study_design_scores_gemma":[0.000352928,0.0001274323,0.001174476,0.00001659188,0.000003918719,0.0003012529,0.00007484383,0.0001384272,0.00875647,0.000118398,0.9887747,0.0001605636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7275082,0.0003005236,0.002142887,0.0007863553,0.0001807889,0.0005037677,0.0001696848,0.001444106,0.2669636],"genre_scores_gemma":[0.9951011,0.000214479,0.0004157904,0.0001295743,0.0001981457,4.194598e-8,0.0002455489,0.0009700986,0.002725246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4545344,"threshold_uncertainty_score":0.9986284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04596705186737812,"score_gpt":0.2557492591557968,"score_spread":0.2097822072884186,"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."}}