{"id":"W7031696566","doi":"","title":"Editorial","year":2006,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dissemination; Scope (computer science); Focus (optics); Discipline; Key (lock); Best practice","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":[0.004318838,0.001437755,0.001412054,0.003483684,0.002383959,0.009365387,0.002844128,0.005504936,0.3476345],"category_scores_gemma":[0.03306935,0.0005516741,0.001436769,0.00153315,0.001512219,0.004872661,0.002631888,0.005952881,0.2148218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002330324,"about_ca_system_score_gemma":0.004989658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008959698,"about_ca_topic_score_gemma":0.001363386,"domain_scores_codex":[0.9932754,0.0008176992,0.0006929832,0.001279093,0.003359627,0.0005752085],"domain_scores_gemma":[0.975295,0.004007376,0.001415479,0.002448182,0.01294449,0.003889401],"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":[0.00001540948,0.000009150086,0.00004048512,0.000181006,0.000004446826,0.00008016743,0.00002210862,0.00001139755,0.0000436849,0.001050822,0.9825178,0.01602339],"study_design_scores_gemma":[0.000008621982,0.000007270324,0.00007703018,0.0002533799,0.000003946912,0.0001281023,0.00003721864,0.00001486105,0.00005086108,0.0007037624,0.9987108,0.000004096533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002360356,0.009285104,0.0006500944,0.0526544,0.8207833,0.0001479647,0.001237146,0.0006367387,0.1143692],"genre_scores_gemma":[0.004971593,0.01498675,0.001171375,0.05017914,0.551632,0.0002245539,0.002677736,0.0007705432,0.3733864],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3476345,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09066020181960789,"score_gpt":0.4724992416701597,"score_spread":0.3818390398505518,"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."}}