{"id":"W6931369318","doi":"10.5281/zenodo.7143246","title":"Eunotia giraffensis Siver, Oddsund & Lott 2022, sp. nov.","year":2022,"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; Mantle (geology); Apex (geometry); Margin (machine learning)","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":[0.0001919592,0.0008216673,0.000396644,0.0009045459,0.0007091863,0.0006027216,0.0004421904,0.0008053132,0.003799278],"category_scores_gemma":[0.0005407306,0.0002351596,0.0001758673,0.0009874644,0.0005566792,0.0009300219,0.0006790868,0.0005599838,0.002201134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004044237,"about_ca_system_score_gemma":0.0003572521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01210934,"about_ca_topic_score_gemma":0.02250975,"domain_scores_codex":[0.9997813,0.00001932396,0.00002127086,0.00008848435,0.0000568513,0.00003276939],"domain_scores_gemma":[0.9998395,0.0000275599,0.00004646183,0.00002156984,0.00004091321,0.00002391855],"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":[0.0008525139,0.0002030109,0.1331247,0.002968429,0.0003176727,0.008651371,0.003809985,0.001882752,0.05154645,0.002598527,0.04240168,0.7516429],"study_design_scores_gemma":[0.0001850522,0.0003948005,0.6473951,0.001992103,0.0005315637,0.02832318,0.004113808,0.001922496,0.003991354,0.001534809,0.3095307,0.00008499716],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.736883,0.04727954,0.009341753,0.00157891,0.001722132,0.001114883,0.01102417,0.00113341,0.1899221],"genre_scores_gemma":[0.9405416,0.01166511,0.01789051,0.003503443,0.0002908993,0.0004475038,0.008905079,0.000110505,0.01664523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01210934,"threshold_uncertainty_score":0.02407771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02816974836869792,"score_gpt":0.2437059094782413,"score_spread":0.2155361611095434,"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."}}