{"id":"W7147311746","doi":"10.5281/zenodo.19356585","title":"Arenaria interpres","year":2018,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"East coast; Spring (device); West coast; Arctic; The arctic; Sea coast","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":[0.000126015,0.0005317057,0.0002369838,0.0009770516,0.0006485704,0.0003836807,0.0004229753,0.0003293162,0.009877373],"category_scores_gemma":[0.0002978394,0.0001104228,0.0001988721,0.0003469586,0.0003372231,0.0004031836,0.0007067915,0.0003778983,0.002552777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003575387,"about_ca_system_score_gemma":0.0002237259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005324525,"about_ca_topic_score_gemma":0.00987556,"domain_scores_codex":[0.9998845,0.00001188631,0.000009237259,0.00004684299,0.0000287271,0.00001884009],"domain_scores_gemma":[0.9998943,0.00001393648,0.00004375865,0.00001130168,0.00001902596,0.00001765025],"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":[0.001212549,0.0006941064,0.1285838,0.001109436,0.00009705077,0.008001846,0.002299829,0.001173822,0.1743549,0.01649475,0.02539366,0.6405844],"study_design_scores_gemma":[0.0002262753,0.001052627,0.6369055,0.0008283167,0.0001498951,0.008729187,0.001567161,0.00269851,0.00723519,0.005858685,0.3346834,0.000065352],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6670769,0.006864541,0.005686585,0.0008609492,0.0003576627,0.0003675654,0.004997213,0.001718059,0.3120705],"genre_scores_gemma":[0.9625011,0.001156984,0.003048243,0.0006258548,0.00008729046,0.0001497156,0.00343548,0.00005720752,0.0289381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009877373,"threshold_uncertainty_score":0.03304315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600777529275686,"score_gpt":0.2338173420963925,"score_spread":0.2078095668036356,"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."}}