{"id":"W6968271558","doi":"10.5281/zenodo.3867773","title":"Megaphyllum loebli","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":"Ravine; Distribution (mathematics); Natural (archaeology); Habitat; Prospection","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":[0.00008516853,0.0003799814,0.0001985341,0.001574696,0.0007997547,0.0002963617,0.0004277148,0.0003984267,0.02176677],"category_scores_gemma":[0.0002371814,0.0001794699,0.0001233961,0.0006997032,0.0001943873,0.0006041218,0.0005771836,0.0002867272,0.01324076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003581678,"about_ca_system_score_gemma":0.0001956786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004864926,"about_ca_topic_score_gemma":0.00994233,"domain_scores_codex":[0.9999169,0.00000911089,0.000006035027,0.00002564628,0.00001757044,0.00002475057],"domain_scores_gemma":[0.9998708,0.0000160761,0.00005152756,0.00001055466,0.00003141465,0.00001958599],"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":[0.0003490464,0.0002139257,0.05437798,0.0007668443,0.00006373713,0.001060929,0.001353803,0.0003680706,0.1239038,0.006376756,0.02202858,0.7891366],"study_design_scores_gemma":[0.00004131074,0.0003138068,0.3608691,0.0004477643,0.00007102777,0.003189193,0.0008874903,0.0004972213,0.007190876,0.001246785,0.6252108,0.00003459016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4524746,0.03764656,0.009090282,0.001019882,0.00029996,0.00051282,0.01196316,0.001285797,0.4857068],"genre_scores_gemma":[0.8997937,0.006274241,0.01070934,0.0007274207,0.0001311361,0.0002967641,0.01138577,0.00008004747,0.07060154],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02176677,"threshold_uncertainty_score":0.07281715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04487156640163207,"score_gpt":0.2788837604291987,"score_spread":0.2340121940275667,"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."}}