{"id":"W6887932661","doi":"10.17895/ices.pub.22240924","title":"Report of the ICES/IOC Workshop on New and Classic Techniques for the Determination of Numerical Abundance and Biovolume of HAB-Species - Evaluation of the Cost, Time-Efficiency and Intercalibration Methods (WKNCT)","year":2005,"lang":"en","type":"report","venue":"Duo Research Archive (University of Oslo)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phytoplankton; Abundance (ecology); Dinoflagellate; Range (aeronautics); Bay; Bloom","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":[0.04588281,0.00287279,0.001311284,0.00274486,0.002308872,0.005031182,0.004467799,0.005664099,0.01113375],"category_scores_gemma":[0.01226527,0.001027124,0.002754575,0.001313445,0.001584478,0.002159476,0.004921457,0.006361427,0.004367086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006804589,"about_ca_system_score_gemma":0.01537833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02669345,"about_ca_topic_score_gemma":0.02357486,"domain_scores_codex":[0.9899768,0.002308763,0.000661321,0.0009849005,0.004767628,0.001300472],"domain_scores_gemma":[0.97948,0.002152267,0.00129702,0.000869361,0.01306767,0.003133659],"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":[0.002489655,0.003598402,0.01140345,0.003051733,0.0003290643,0.001406064,0.002539488,0.007280596,0.03522747,0.006757233,0.640728,0.2851889],"study_design_scores_gemma":[0.0001839987,0.001811205,0.03089866,0.001624643,0.0002349459,0.0003935035,0.001720055,0.001754921,0.02593646,0.002427132,0.9328035,0.0002110831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.2322564,0.1096513,0.1283799,0.1323809,0.1262167,0.02340125,0.02939483,0.001759103,0.2165596],"genre_scores_gemma":[0.2453292,0.0503386,0.1505404,0.02885682,0.01972276,0.01329816,0.06813515,0.0023521,0.4214269],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04588281,"threshold_uncertainty_score":0.2426544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1332097090354679,"score_gpt":0.4050234069475372,"score_spread":0.2718136979120692,"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."}}