{"id":"W6912507113","doi":"10.5281/zenodo.3866830","title":"Megaphyllum byzantinum","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); Interpretation (philosophy); Field (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":[0.000069754,0.0005872401,0.0002960847,0.001814156,0.0008977756,0.0003126781,0.0004437615,0.0003894464,0.02405399],"category_scores_gemma":[0.0002817648,0.0002157696,0.0001491772,0.0009865899,0.0002948297,0.0009092578,0.0008462991,0.0003753853,0.01310533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003587224,"about_ca_system_score_gemma":0.0002186636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004854959,"about_ca_topic_score_gemma":0.007374002,"domain_scores_codex":[0.9998912,0.0000114819,0.00001174591,0.00002785158,0.00002908473,0.00002856663],"domain_scores_gemma":[0.9998405,0.00002281077,0.00007467014,0.00001254204,0.00003105192,0.00001845572],"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":[0.0003096559,0.00007486052,0.01765936,0.001252633,0.00006277706,0.001581255,0.0008799321,0.0004963819,0.1154743,0.005475461,0.02450105,0.8322324],"study_design_scores_gemma":[0.00004590511,0.0002006388,0.1893027,0.0004221495,0.0000626017,0.00480002,0.0006675356,0.0003656259,0.01085571,0.001424609,0.7918256,0.00002690292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.182672,0.04105453,0.006411366,0.0007230215,0.0008156258,0.0005379918,0.01156807,0.001070099,0.7551473],"genre_scores_gemma":[0.8481948,0.01554595,0.009958369,0.0005522838,0.0003746606,0.0003190891,0.01485565,0.0001434784,0.1100558],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02405399,"threshold_uncertainty_score":0.0804686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0392764621673972,"score_gpt":0.2746272580384014,"score_spread":0.2353507958710042,"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."}}