{"id":"W4237470620","doi":"10.1038/npg.els.0004250","title":"Brown Algae","year":2006,"lang":"en","type":"other","venue":"Encyclopedia of Life Sciences","topic":"Algal biology and biofuel production","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Dalhousie University","funders":"","keywords":"Algae; Brown algae; Temperate climate; Natural (archaeology); Geography; Ecology; Biology; Botany; Archaeology","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":[0.0004112043,0.001103865,0.0005568073,0.002005752,0.001261071,0.001852543,0.001089949,0.0006999903,0.2309381],"category_scores_gemma":[0.0005192811,0.0002887672,0.0005645838,0.001575151,0.0002888203,0.0008988155,0.001950862,0.001088576,0.2284278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008555363,"about_ca_system_score_gemma":0.0009155309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002882481,"about_ca_topic_score_gemma":0.004626996,"domain_scores_codex":[0.9995252,0.00002784481,0.00003384767,0.0001125168,0.0002409962,0.00005957097],"domain_scores_gemma":[0.9996765,0.00001837777,0.000018806,0.00005012155,0.0001824694,0.0000537248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002313326,0.00015788,0.002110804,0.001212082,0.00003479099,0.0004132504,0.0001602828,0.0003942341,0.05536487,0.01110603,0.4660365,0.4627779],"study_design_scores_gemma":[0.000008528945,0.0000187269,0.001080561,0.00007708902,0.000007356632,0.0001367912,0.00003231443,0.00004632936,0.004680535,0.0009516804,0.9929524,0.000007613442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007989413,0.008401885,0.01170932,0.001754643,0.00245352,0.0004839522,0.05904318,0.005189314,0.9029748],"genre_scores_gemma":[0.02590802,0.007646149,0.01614991,0.001711662,0.0003607608,0.0004131278,0.08288774,0.001146172,0.8637764],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2309381,"threshold_uncertainty_score":0.7725649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353671217510044,"score_gpt":0.2431436932113879,"score_spread":0.2296069810362875,"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."}}