{"id":"W6893711751","doi":"10.5281/zenodo.3866751","title":"Megaphyllum euphorbiarum","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":"BC Research (Canada)","funders":"","keywords":"Habitat; Grassland; Vegetation (pathology); Distribution (mathematics); Moorland","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007306633,0.0006175052,0.0002817086,0.001199034,0.0004283117,0.0002177966,0.0002927766,0.0001823117,0.0174097],"category_scores_gemma":[0.0001734748,0.0001424362,0.0001233041,0.0007611288,0.0001194387,0.0004794588,0.0005313759,0.0002563193,0.01073045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000154622,"about_ca_system_score_gemma":0.0001323319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00233677,"about_ca_topic_score_gemma":0.00388446,"domain_scores_codex":[0.9999197,0.000009421783,0.000008919998,0.00001991465,0.00001832448,0.00002369802],"domain_scores_gemma":[0.9999025,0.000009642371,0.00003892664,0.000008095761,0.00002013717,0.00002059691],"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":[0.0003235978,0.0001762262,0.03897933,0.0008484066,0.00008327419,0.001189246,0.0006371432,0.0003187705,0.1783671,0.003437256,0.01668889,0.7589509],"study_design_scores_gemma":[0.00004575633,0.0003221327,0.4421962,0.0002383516,0.00005164046,0.002627635,0.0004897296,0.0002905395,0.005342411,0.0007834139,0.5475857,0.00002648461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.372994,0.04124179,0.008534348,0.0006107748,0.0005206587,0.0009485802,0.02517292,0.001351599,0.5486253],"genre_scores_gemma":[0.8330342,0.012946,0.01564103,0.000823557,0.0001905321,0.0005586061,0.03325187,0.0001556262,0.1033985],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0174097,"threshold_uncertainty_score":0.05824119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04193217917405098,"score_gpt":0.2757699054952318,"score_spread":0.2338377263211809,"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."}}