{"id":"W6912417749","doi":"10.5281/zenodo.4477198","title":"Trichoclinocera lapponica","year":2020,"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":"Type locality; Seta; Arctic; Holarctic; Pebble","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":[0.00006100176,0.0005475737,0.0001422532,0.000836323,0.0005966185,0.0002872747,0.000360665,0.0003076553,0.02086621],"category_scores_gemma":[0.0001925421,0.0001301325,0.0001446276,0.000450777,0.0001795261,0.0006149254,0.0005628588,0.0002916577,0.005203945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004447135,"about_ca_system_score_gemma":0.0001953073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004920787,"about_ca_topic_score_gemma":0.00935687,"domain_scores_codex":[0.9999248,0.000007360795,0.000006362114,0.00002836775,0.00001842862,0.00001472133],"domain_scores_gemma":[0.9999195,0.00001110578,0.00002073127,0.000006975228,0.00002661339,0.00001511522],"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":[0.0004676338,0.0001517314,0.0479089,0.001238326,0.00005202354,0.004323448,0.001669864,0.0004781122,0.2255543,0.001256982,0.01667972,0.700219],"study_design_scores_gemma":[0.0001598459,0.001181083,0.5713184,0.0004970945,0.0001141391,0.02645884,0.004111405,0.001471822,0.02515772,0.001431343,0.3680348,0.00006348202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7165716,0.008662399,0.003447829,0.0004189322,0.0002447235,0.0002329929,0.002283918,0.0006641942,0.2674735],"genre_scores_gemma":[0.9626915,0.001694021,0.002357373,0.0002654811,0.00006422013,0.00006017518,0.001213698,0.00002530955,0.03162819],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02086621,"threshold_uncertainty_score":0.06980443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05235140061906471,"score_gpt":0.2627379271154915,"score_spread":0.2103865264964268,"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."}}