{"id":"W2025516154","doi":"10.1046/j.1529-8817.2001.037003379.x","title":"PERIPHYTIC DIATOM ASSEMBLAGES FROM BATHURST ISLAND, NUNAVUT, CANADIAN HIGH ARCTIC: AN EXAMINATION OF COMMUNITY RELATIONSHIPS AND HABITAT PREFERENCES","year":2001,"lang":"en","type":"article","venue":"Journal of Phycology","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Diatom; Moss; Habitat; Ecology; Bryophyte; Arctic; Sediment; Biology; Benthic zone; Taxon; Substrate (aquarium); Oceanography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003607523,0.0003627579,0.0003471257,0.0018627,0.003570095,0.001119257,0.0006780305,0.0002841617,0.00103582],"category_scores_gemma":[0.0006651566,0.0003493926,0.0002254322,0.002946065,0.0008343318,0.0002152041,0.0008237326,0.0002940171,0.0001787644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008988495,"about_ca_system_score_gemma":0.00845955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9865614,"about_ca_topic_score_gemma":0.9971643,"domain_scores_codex":[0.999638,0.00002660802,0.00002087516,0.00008722247,0.0001150962,0.000112266],"domain_scores_gemma":[0.998973,0.00004639359,0.0001175414,0.00002350664,0.0005831346,0.0002564482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008391038,0.00002225789,0.9788793,0.00007384966,0.00005334406,0.0001631966,0.005944738,0.00009057263,0.006131605,0.0000562765,0.0005258364,0.007975052],"study_design_scores_gemma":[0.00000149751,0.000009521491,0.9966518,0.0000150726,0.000009802679,0.000038408,0.002579988,0.00006950415,0.0001308192,0.000005116503,0.0004834755,0.000005028874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979796,0.0003403509,0.0000641595,0.00003822905,0.000003896303,0.00001523454,0.0007768755,0.000003676573,0.0007780693],"genre_scores_gemma":[0.9970754,0.0004437152,0.0004178392,0.00005338873,0.000003514096,0.00002049614,0.0009898118,0.000005615927,0.0009901338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01343864,"threshold_uncertainty_score":0.06521642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04787694756903604,"score_gpt":0.2938879103019453,"score_spread":0.2460109627329093,"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."}}