{"id":"W6968977362","doi":"10.5281/zenodo.5187852","title":"Heterocerus sinuosus","year":2012,"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":"Dorsum; Adult male; Basal (medicine); Genus; Groove (engineering)","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":[0.00007754121,0.0004873268,0.0002374613,0.001097909,0.00118438,0.0002195461,0.0005531766,0.0002974013,0.02199451],"category_scores_gemma":[0.0001991615,0.0001843487,0.0001078587,0.001089305,0.0006081872,0.0006277229,0.0006153079,0.0004269067,0.004784756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005160683,"about_ca_system_score_gemma":0.0004266617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111185,"about_ca_topic_score_gemma":0.02136556,"domain_scores_codex":[0.9998866,0.000009835378,0.000006699639,0.00004817571,0.00003311484,0.00001556195],"domain_scores_gemma":[0.9999143,0.00001086504,0.00003305622,0.000009487725,0.00001907581,0.00001326406],"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":[0.0005533568,0.0002018225,0.02665234,0.0007813796,0.00004204559,0.004565996,0.001766503,0.0008456898,0.02515059,0.007895286,0.02107505,0.91047],"study_design_scores_gemma":[0.0002473784,0.0007931401,0.3729373,0.0006403864,0.0001582625,0.0245227,0.004192661,0.001982244,0.006337595,0.005400546,0.5827047,0.0000830849],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3330793,0.007166131,0.004367506,0.0005058176,0.0005858618,0.0004605688,0.00217029,0.0006591628,0.6510054],"genre_scores_gemma":[0.945936,0.001998867,0.005682602,0.0004670936,0.0001706983,0.0001865642,0.002716367,0.00005168684,0.04279012],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02199451,"threshold_uncertainty_score":0.07357895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03978066238227108,"score_gpt":0.2641889186157117,"score_spread":0.2244082562334406,"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."}}