{"id":"W2575380902","doi":"10.22621/cfn.v129i4.1769","title":"\"A Field Guide to Seaweeds of the Pacific Northwest\" by Bridgette Clarkson. 2015. [book review]","year":2016,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Parks Canada","funders":"","keywords":"Field (mathematics); Archaeology; Geography; History; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004587296,0.001089067,0.0006698536,0.002762284,0.001748144,0.001928986,0.001144215,0.00122212,0.04970394],"category_scores_gemma":[0.001089503,0.0004689959,0.0004154955,0.003696816,0.00091628,0.002966998,0.001178078,0.003225799,0.0235069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002709443,"about_ca_system_score_gemma":0.006311131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2120823,"about_ca_topic_score_gemma":0.4229414,"domain_scores_codex":[0.9997746,0.00001551249,0.00001381064,0.00003527134,0.0001390866,0.00002164307],"domain_scores_gemma":[0.9995134,0.00008333392,0.00002743439,0.00001747977,0.0002833701,0.00007511001],"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":[0.00000679019,0.000003772346,0.00006603455,0.0001620391,0.000001825284,0.00002801588,0.00008223691,0.00003370191,0.00008780361,0.003171343,0.8998653,0.09649109],"study_design_scores_gemma":[6.310958e-7,0.000001294868,0.0001666307,0.0001248826,0.000001168235,0.00003916494,0.00003531653,0.000008868939,0.0000206026,0.0005917175,0.999007,0.000002698803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004529667,0.6788404,0.005096649,0.04197173,0.03615716,0.0001007017,0.002614028,0.0007940645,0.2339723],"genre_scores_gemma":[0.002633827,0.2983262,0.004564641,0.01351007,0.003229875,0.00007560461,0.001609812,0.0003925394,0.6756575],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2120823,"threshold_uncertainty_score":0.4216958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007010243326423867,"score_gpt":0.2060604333355865,"score_spread":0.1990501900091627,"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."}}