{"id":"W6912341808","doi":"10.5281/zenodo.3866741","title":"Megaphyllum danyi Lazanyi & Korsos 2012","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":"Distribution (mathematics); Natural (archaeology); Netting","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":[0.0001122266,0.0004798289,0.0004487684,0.001812969,0.001277989,0.0005050806,0.0006064444,0.0007587738,0.01079645],"category_scores_gemma":[0.0003155735,0.0002815746,0.000251047,0.001330446,0.0004425584,0.001038304,0.001223994,0.0007351881,0.00550726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005040701,"about_ca_system_score_gemma":0.0004749498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003825599,"about_ca_topic_score_gemma":0.006050974,"domain_scores_codex":[0.9998821,0.00001172789,0.00001413336,0.00003342583,0.00003023711,0.00002821959],"domain_scores_gemma":[0.9998411,0.00001891308,0.00006460453,0.00001336883,0.00003992266,0.00002205919],"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":[0.0009149831,0.0003182228,0.04633418,0.001872027,0.0001515621,0.002502959,0.003087357,0.0009856721,0.1572669,0.01536602,0.02693727,0.7442629],"study_design_scores_gemma":[0.0001269518,0.0003459647,0.4265025,0.0007844517,0.0002328938,0.006923369,0.002309265,0.001773753,0.01255468,0.004930977,0.5434581,0.00005701831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.494201,0.05306616,0.02801436,0.003310332,0.00097814,0.001396236,0.01699799,0.001059409,0.4009763],"genre_scores_gemma":[0.8990853,0.01294434,0.02253562,0.00115007,0.0003640989,0.0008162081,0.01130268,0.0001579936,0.0516436],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01079645,"threshold_uncertainty_score":0.03611773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0412468881412623,"score_gpt":0.2755924308010906,"score_spread":0.2343455426598283,"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."}}