{"id":"W6912525770","doi":"10.5281/zenodo.3867007","title":"Megaphyllum projectum Verhoeff 1894","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":"Swamp; Litter; Plant litter; Habitat; Distribution (mathematics)","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":[0.0001395598,0.0006693989,0.0004025138,0.002023287,0.001104779,0.0004619531,0.0006783576,0.0005979674,0.03554805],"category_scores_gemma":[0.0006040639,0.0003119665,0.0002018338,0.0011941,0.0004804742,0.00130833,0.00144218,0.0006871927,0.01406653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004489066,"about_ca_system_score_gemma":0.0003677101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004851481,"about_ca_topic_score_gemma":0.006025235,"domain_scores_codex":[0.9997078,0.00003496322,0.00002588368,0.00006592758,0.0001065115,0.00005895142],"domain_scores_gemma":[0.9997552,0.00003791546,0.0001050522,0.00002264908,0.00005185637,0.00002734015],"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":[0.0001576749,0.00006944305,0.01350885,0.0007007709,0.00005822932,0.0006784074,0.000699918,0.000469904,0.01804701,0.01022573,0.04388407,0.9115],"study_design_scores_gemma":[0.00003366179,0.0001068809,0.1011978,0.0003371665,0.00003500226,0.002075118,0.0003128493,0.000349389,0.001832298,0.001594837,0.8921059,0.00001906077],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08663903,0.03237515,0.01125835,0.001062358,0.0009065132,0.0007042875,0.009549191,0.001206983,0.8562981],"genre_scores_gemma":[0.8276764,0.01056476,0.01496132,0.001194199,0.0007646892,0.000575517,0.01546945,0.0003065273,0.1284872],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03554805,"threshold_uncertainty_score":0.1189201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04289301591844444,"score_gpt":0.2796314113610025,"score_spread":0.2367383954425581,"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."}}