{"id":"W6931683071","doi":"10.5281/zenodo.5797682","title":"Banksinoma lanceolata","year":2021,"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":"Habitat; Natural (archaeology); Snow cover","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":[0.00008702784,0.0007077937,0.0001611009,0.001103552,0.001172849,0.000385649,0.0002759305,0.000493669,0.01556221],"category_scores_gemma":[0.0003457225,0.0001841838,0.00008597179,0.0005298147,0.0004363261,0.0009213388,0.0007175847,0.0004219663,0.00723448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004686438,"about_ca_system_score_gemma":0.0002593966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005187892,"about_ca_topic_score_gemma":0.01734245,"domain_scores_codex":[0.9998937,0.000009968632,0.000008561171,0.0000448587,0.00002936008,0.0000136345],"domain_scores_gemma":[0.9998614,0.00001983245,0.00005749972,0.000009335917,0.00003395302,0.00001807229],"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":[0.000486272,0.0001413035,0.0481359,0.0009860009,0.00005896685,0.00894125,0.003281068,0.0007642162,0.1103375,0.008208403,0.05832824,0.7603311],"study_design_scores_gemma":[0.0000856121,0.0003251202,0.2642491,0.0005091806,0.00006895322,0.0227202,0.001877854,0.0005442197,0.008432461,0.002551418,0.6985912,0.00004477357],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4518167,0.02311471,0.006299899,0.001465401,0.0007395634,0.0005305925,0.003190612,0.000764293,0.5120782],"genre_scores_gemma":[0.9068932,0.003976985,0.002932702,0.0007419676,0.0001941122,0.0001215684,0.00121376,0.00003127718,0.08389442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01556221,"threshold_uncertainty_score":0.05206078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03545109520693379,"score_gpt":0.2568557715755723,"score_spread":0.2214046763686385,"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."}}