{"id":"W20569194","doi":"10.1089/ten.tea.2010.0091","title":"Ulva (Ulvophyceae, Chlorophyta) in Hokkaido, Japan.","year":2007,"lang":"en","type":"article","venue":"Shokubutsu kenkyu zasshi/Shokubutsu kenkyū zasshi","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Ulvophyceae; Chlorophyta; Geography; Algae; Biology; Botany","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001661403,0.0007497347,0.0004436194,0.001366648,0.001808757,0.0004932527,0.000466879,0.0005137148,0.00523195],"category_scores_gemma":[0.000150625,0.0002882556,0.0003560537,0.001243975,0.0004051257,0.0006907521,0.0007935847,0.0005107299,0.001845734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009499033,"about_ca_system_score_gemma":0.001060397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0200307,"about_ca_topic_score_gemma":0.03467245,"domain_scores_codex":[0.9998486,0.00001297629,0.00001975521,0.00006226842,0.00003015711,0.0000261725],"domain_scores_gemma":[0.9998752,0.00001064269,0.0000400937,0.00001225792,0.00002672564,0.0000351391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001075429,0.0003172661,0.0616884,0.002364824,0.0001783971,0.005940352,0.00303228,0.001141033,0.4059066,0.001456865,0.006488299,0.5104102],"study_design_scores_gemma":[0.0001222375,0.0004258321,0.6983061,0.0003759567,0.0001933555,0.004799053,0.004861034,0.0009629591,0.01590041,0.001423883,0.2725489,0.00008021678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8719367,0.03658027,0.008650801,0.001774549,0.0004123407,0.0006474549,0.006892595,0.0007748854,0.0723304],"genre_scores_gemma":[0.9325294,0.009736291,0.01151112,0.0008344033,0.00009079697,0.0004022781,0.007055745,0.00007603464,0.03776385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0200307,"threshold_uncertainty_score":0.03982824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072132190477123,"score_gpt":0.2106665039233073,"score_spread":0.1999451820185361,"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."}}