{"id":"W2398467634","doi":"10.13034/jsst.v8i3.98","title":"Our Sinking Ship!","year":2015,"lang":"en","type":"article","venue":"Journal of Student Science and Technology","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Invasive species; Geography; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006344311,0.001309402,0.0004865377,0.0006988315,0.008087772,0.007019719,0.001098963,0.002771445,0.3531993],"category_scores_gemma":[0.002403324,0.0004411163,0.0005587062,0.000583197,0.001972836,0.007049378,0.008491231,0.004856869,0.2200914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002025755,"about_ca_system_score_gemma":0.00236285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01621319,"about_ca_topic_score_gemma":0.03131453,"domain_scores_codex":[0.9992575,0.000109794,0.00002582979,0.0001414652,0.0002553265,0.000210094],"domain_scores_gemma":[0.9991573,0.00003347976,0.00003686844,0.00005858346,0.0002892486,0.0004244577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003173919,0.00002612618,0.0005396749,0.00009517342,0.000005123946,0.0002797086,0.001702534,0.00002409034,0.0004235171,0.009329327,0.9403539,0.04718899],"study_design_scores_gemma":[0.000001423935,0.000008705003,0.0002136734,0.00004246659,0.000001316725,0.0001181551,0.00104176,0.000008919368,0.00004951456,0.0003733218,0.9981351,0.000005675408],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006136111,0.005383981,0.003296686,0.06627154,0.03636428,0.0001634293,0.001476011,0.002495781,0.8784123],"genre_scores_gemma":[0.009759895,0.00177361,0.001537803,0.01240618,0.0009623531,0.00003553682,0.0007370637,0.0005302409,0.9722574],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3531993,"threshold_uncertainty_score":0.9225827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02923929556686434,"score_gpt":0.2924899124920792,"score_spread":0.2632506169252148,"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."}}