{"id":"W7163062223","doi":"10.5281/zenodo.20481777","title":"Tubularia aurea Fraser 1936","year":2018,"lang":"","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":"","funders":"","keywords":"Queen (butterfly); Hydrozoa; Shore; Hydroid (botany); South east","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":[0.0002272398,0.0007831267,0.0004326444,0.001531449,0.002541773,0.0005003695,0.0007583101,0.0008336063,0.01471257],"category_scores_gemma":[0.001068382,0.0002323873,0.0002829018,0.001014071,0.0007453628,0.001479589,0.0009104238,0.0006531075,0.004245649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195472,"about_ca_system_score_gemma":0.000477628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02609364,"about_ca_topic_score_gemma":0.03706911,"domain_scores_codex":[0.9997025,0.00002375466,0.00002051503,0.0001102849,0.00009740366,0.00004561192],"domain_scores_gemma":[0.9997198,0.00004748634,0.00009062473,0.0000314227,0.00007543177,0.0000353201],"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":[0.0004771629,0.0001480617,0.03480799,0.001049937,0.0000920667,0.005286523,0.003492289,0.001731605,0.04304413,0.01164841,0.0589161,0.8393057],"study_design_scores_gemma":[0.00005494673,0.0003581515,0.2087914,0.001146832,0.000108923,0.01710532,0.001403574,0.001070123,0.004321854,0.00331791,0.7622397,0.00008130465],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3544139,0.02991167,0.01141767,0.001096186,0.001431126,0.0003136814,0.006459375,0.001560514,0.5933958],"genre_scores_gemma":[0.9400764,0.003920293,0.006988819,0.0004141002,0.0004586888,0.00006697425,0.001693059,0.00007766882,0.04630399],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02609364,"threshold_uncertainty_score":0.05188352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03431420379088039,"score_gpt":0.2681241275255314,"score_spread":0.233809923734651,"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."}}