{"id":"W4247150230","doi":"10.1023/a:1008950708167","title":"Killer Algae","year":2001,"lang":"en","type":"article","venue":"Biodiversity and Conservation","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Biodiversity; Geography; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002540285,0.0004817362,0.0003038624,0.0012251,0.00193214,0.001984617,0.0006271812,0.0008140734,0.06355304],"category_scores_gemma":[0.0004297852,0.0001430222,0.0003773711,0.0007521398,0.000830324,0.001202737,0.002752606,0.001232363,0.02231994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009638577,"about_ca_system_score_gemma":0.001320689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005422333,"about_ca_topic_score_gemma":0.01068068,"domain_scores_codex":[0.9997169,0.00001821456,0.0000107291,0.00005079351,0.0001206328,0.00008266235],"domain_scores_gemma":[0.9997314,0.00001011671,0.00003150153,0.00003446645,0.00008507213,0.0001074658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003409935,0.0002882576,0.01701215,0.0006703268,0.00003914238,0.001477875,0.001562937,0.0001754834,0.04125432,0.06447235,0.2520334,0.6206728],"study_design_scores_gemma":[0.00001279845,0.00007831883,0.008594249,0.00006741018,0.0000158543,0.001210712,0.001153264,0.00007253511,0.003861667,0.003019125,0.9819057,0.000008282959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05297891,0.004138305,0.002111358,0.005015826,0.002171011,0.0001264402,0.0008807293,0.0007288582,0.9318486],"genre_scores_gemma":[0.2111346,0.005474691,0.002992776,0.00221986,0.0004084691,0.00006559625,0.002212066,0.00009553997,0.7753965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06355304,"threshold_uncertainty_score":0.2126061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03647458134111117,"score_gpt":0.2126742512857369,"score_spread":0.1761996699446257,"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."}}