{"id":"W1979574781","doi":"10.3391/ai.2010.5.1.14","title":"Earth Day is Every Day: Spreading the news about invasive species","year":2010,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Invasive species; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004387136,0.0001529441,0.0001233609,0.00005747479,0.0004485695,0.0001194132,0.0004264166,0.0001421931,0.0005779723],"category_scores_gemma":[0.001150431,0.000115906,0.0001193628,0.000178566,0.0002276591,0.00001071944,0.0001175423,0.0002197073,0.0008318073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005122148,"about_ca_system_score_gemma":0.00017295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005036194,"about_ca_topic_score_gemma":0.0008878779,"domain_scores_codex":[0.9987866,0.0001148349,0.0003100949,0.0003563526,0.0002014037,0.0002307473],"domain_scores_gemma":[0.9984754,0.0001665328,0.0001501829,0.001009711,0.000106573,0.00009157314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000003541027,0.00004810125,0.002013332,0.000006716254,0.0000435623,6.481794e-7,0.0006982049,0.000003047288,0.9285059,0.009090705,0.0587758,0.0008104286],"study_design_scores_gemma":[0.0001970091,0.00003158516,0.01091077,0.00001800454,0.0000345415,0.00001170899,0.0006829578,0.0000931755,0.6408635,0.0003845085,0.3465662,0.0002060764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710953,0.0001618285,0.003776093,0.005565519,0.001622354,0.0004993024,0.00004827733,0.00004038511,0.01719101],"genre_scores_gemma":[0.9761114,0.0002154227,0.000464606,0.002199231,0.0004041963,0.00005398269,0.0001674341,0.00002343114,0.02036035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2877904,"threshold_uncertainty_score":0.9999462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03692473361505293,"score_gpt":0.2619716597321358,"score_spread":0.2250469261170829,"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."}}