{"id":"W3041300797","doi":"","title":"Species validity of five common northern/Arctic spring bloom diatoms: a combined morphological and molecular study","year":2020,"lang":"en","type":"dissertation","venue":"Munin Open Research Archive (The Arctic University of Norway)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bloom; Spring (device); Spring bloom; Arctic; Oceanography; Biology; Geography; Ecology; Environmental science; Phytoplankton; Geology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004822908,0.000280749,0.0003437228,0.001407532,0.000952985,0.0007252268,0.0002895744,0.0004054684,0.001036337],"category_scores_gemma":[0.0005157959,0.00018853,0.0002847321,0.001138333,0.0003475767,0.0002599073,0.0006098077,0.0002296869,0.0003375933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004691323,"about_ca_system_score_gemma":0.0004679586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008926528,"about_ca_topic_score_gemma":0.0241664,"domain_scores_codex":[0.9995518,0.00003014241,0.00004119232,0.0001875443,0.0001200078,0.0000692821],"domain_scores_gemma":[0.9994869,0.00006934845,0.0001496497,0.00003179143,0.0001600328,0.0001022649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003383361,0.00008036562,0.7676387,0.0001488884,0.0001079904,0.0003048894,0.001752674,0.0001168336,0.2115461,0.0001020189,0.0001181227,0.01774514],"study_design_scores_gemma":[0.000003738867,0.00008927461,0.9941048,0.00001283378,0.00005098754,0.0004837723,0.0009285407,0.0002716131,0.003170348,0.00002078556,0.0008563231,0.000007135321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985304,0.0001915368,0.0001993216,0.000007446346,0.000004546441,0.00001201976,0.0002654942,0.000003891422,0.0007854284],"genre_scores_gemma":[0.9969336,0.0001777975,0.0013383,0.00002027395,0.000006280277,0.00001783113,0.001010163,0.000003796169,0.000491874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008926528,"threshold_uncertainty_score":0.01774919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05836662264367101,"score_gpt":0.313183035716855,"score_spread":0.254816413073184,"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."}}