{"id":"W6969410499","doi":"10.5479/si.00963801.43-1933.275\">10.5479/si.00963801.43-1933.275</a&gt","title":"Bryozoa from Labrador, Newfoundland, and Nova Scotia, collected by Dr.Owen Bryant","year":2011,"lang":"en","type":"article","venue":"DSpace Repository (Smithsonian)","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bryozoa; Nova (rocket); Nova scotia; Entomophthorales","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001366256,0.000293338,0.0003156983,0.00004625812,0.0003429671,0.00007997643,0.0003259919,0.0002180502,0.00720001],"category_scores_gemma":[0.00006356595,0.0002735425,0.00006835394,0.0002567236,0.0005546171,0.0003545583,0.000331279,0.0002815406,0.0007804896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002527936,"about_ca_system_score_gemma":0.00003918462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05928305,"about_ca_topic_score_gemma":0.05250322,"domain_scores_codex":[0.9981726,0.0001385772,0.0002905916,0.0006577719,0.0002769584,0.0004634469],"domain_scores_gemma":[0.9989836,0.000104841,0.0001770051,0.000465936,0.00002147579,0.0002471203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006486604,0.0001259083,0.9260749,0.000005550216,0.00005498293,0.000078511,0.001446809,0.000001296311,0.004413271,0.00005381264,0.06719062,0.0004894506],"study_design_scores_gemma":[0.0006051337,0.0001854871,0.9764607,0.00001659191,0.00004571084,0.00005661966,0.0002566317,0.00006584948,0.007273044,0.0001492992,0.01453418,0.0003507849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8824657,0.0002592561,0.00006938573,0.0003926259,0.0006449458,0.0002639166,0.00002242513,0.00009692131,0.1157848],"genre_scores_gemma":[0.940568,0.00006308272,0.001380262,0.0004682237,0.000141471,0.00001314978,0.000003980966,0.00003789918,0.05732396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05846088,"threshold_uncertainty_score":0.9999975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00954671371683328,"score_gpt":0.187381538934703,"score_spread":0.1778348252178697,"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."}}