{"id":"W6893618134","doi":"10.5281/zenodo.3507939","title":"Chorizococcus multiporus Gertsson & Hodgson","year":2005,"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":"","funders":"","keywords":"Seta; Lower lip; Thorax (insect anatomy); Dorsum; Hexagonal crystal system","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":[0.0000889446,0.0009072324,0.0002210019,0.000865092,0.0005443051,0.0005340233,0.0002687241,0.0003903949,0.005251558],"category_scores_gemma":[0.0002546522,0.000262462,0.0001595371,0.0007702282,0.0002703072,0.0007202441,0.0009022446,0.0004030865,0.001519976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003978811,"about_ca_system_score_gemma":0.0005047431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012715,"about_ca_topic_score_gemma":0.01237358,"domain_scores_codex":[0.9998021,0.00001535877,0.0000182333,0.00008087644,0.00004336202,0.00004006164],"domain_scores_gemma":[0.999923,0.00001224324,0.00001960275,0.00001242884,0.00001747281,0.00001525376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001157205,0.0001323387,0.04692413,0.002262318,0.0001221444,0.01273618,0.001354299,0.002034022,0.5040653,0.003630687,0.01661583,0.4089655],"study_design_scores_gemma":[0.0001020309,0.0006612352,0.4817145,0.001358653,0.0002147178,0.02392658,0.003939735,0.001550439,0.1111576,0.00153477,0.3737279,0.0001118431],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7289352,0.01414518,0.007559751,0.0007489951,0.0007819023,0.0008237886,0.01345603,0.0003977959,0.2331514],"genre_scores_gemma":[0.9499591,0.006249879,0.01037042,0.0002888726,0.00007490366,0.0002012579,0.005006278,0.00004653585,0.0278028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01012715,"threshold_uncertainty_score":0.02013642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0308578770480662,"score_gpt":0.2635787025917701,"score_spread":0.2327208255437039,"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."}}