{"id":"W6931469054","doi":"10.5281/zenodo.6041638","title":"Novocrania philippinensis","year":2017,"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":"Crania; Holotype; Taxonomy (biology); Single specimen; Berry","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":[0.000101859,0.000856092,0.0002450567,0.001513083,0.001718728,0.0005844435,0.0007342975,0.0003145717,0.01448898],"category_scores_gemma":[0.0003911194,0.0002408671,0.0001390548,0.0006907732,0.0007466741,0.0009762667,0.001153785,0.0005417771,0.004582818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007625805,"about_ca_system_score_gemma":0.0007099197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0145785,"about_ca_topic_score_gemma":0.04070513,"domain_scores_codex":[0.9998572,0.00001380825,0.00001338468,0.00005490166,0.00004637464,0.00001433137],"domain_scores_gemma":[0.9998167,0.00002202161,0.00006905174,0.00001452707,0.00005509928,0.00002266473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006019751,0.0003371732,0.04581689,0.003312455,0.000113449,0.02843788,0.009969388,0.001651222,0.07205731,0.01587567,0.06467175,0.7571549],"study_design_scores_gemma":[0.0001046373,0.0003112194,0.2348951,0.000892847,0.0001353402,0.0300476,0.005224386,0.001021951,0.009951612,0.004556006,0.7127416,0.0001178701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4630356,0.021042,0.00349385,0.002963305,0.0008939654,0.0005448686,0.006337284,0.001080888,0.5006082],"genre_scores_gemma":[0.9477838,0.008910246,0.002582191,0.0007105392,0.0002935068,0.0001683172,0.002244366,0.00007205134,0.03723492],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0145785,"threshold_uncertainty_score":0.0484705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04433835885462468,"score_gpt":0.2756071843151158,"score_spread":0.2312688254604912,"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."}}