{"id":"W4322419698","doi":"10.5281/zenodo.7680770","title":"UNESCO Harmful Algae News NO.30","year":2006,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mount Allison University","keywords":"Algae; Business; Environmental science; Political science; Botany; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001052692,0.00106413,0.0005781188,0.00152835,0.000969527,0.003963548,0.001112521,0.002780178,0.1800064],"category_scores_gemma":[0.002354349,0.0004919525,0.0005841996,0.002276488,0.0006039632,0.002370874,0.001978654,0.002912623,0.1127675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001738026,"about_ca_system_score_gemma":0.003322521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02661755,"about_ca_topic_score_gemma":0.03310206,"domain_scores_codex":[0.9991916,0.00005310634,0.00005023023,0.00008041532,0.0005104922,0.0001141312],"domain_scores_gemma":[0.9988565,0.0001449269,0.00009757151,0.0001136926,0.0006124259,0.000174948],"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":[0.00003567855,0.00001801182,0.000107219,0.0002879433,0.00000186549,0.00005473145,0.00003552383,0.00003732595,0.0004075631,0.001268306,0.9525903,0.04515551],"study_design_scores_gemma":[0.000001706107,0.000002724118,0.0002012641,0.00009285298,5.249421e-7,0.00001150701,0.00002380442,0.000005371425,0.00005918937,0.0001764919,0.9994226,0.000001988123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001133705,0.03731836,0.00111688,0.04190873,0.03824282,0.0004818479,0.03317475,0.00130147,0.8453216],"genre_scores_gemma":[0.002564861,0.01631978,0.001116731,0.008804786,0.002913253,0.0001892511,0.01414828,0.0003797937,0.9535633],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1800064,"threshold_uncertainty_score":0.6021813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01875955576790361,"score_gpt":0.1951271222733653,"score_spread":0.1763675665054617,"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."}}