{"id":"W6894061023","doi":"10.5281/zenodo.5997600","title":"Agromyza isolata Malloch","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frass; Populus trichocarpa; Willow; Salicaceae; Snag","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":[0.00008447913,0.0002562257,0.0002118062,0.0008602885,0.000715271,0.0001835884,0.0002268469,0.0001439462,0.005696403],"category_scores_gemma":[0.0001035217,0.000111939,0.00008914687,0.0003750531,0.0001755476,0.000263145,0.0006917531,0.0002586133,0.00144162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004686306,"about_ca_system_score_gemma":0.0001743949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003615939,"about_ca_topic_score_gemma":0.01498192,"domain_scores_codex":[0.9999245,0.000006939268,0.000006487483,0.00003502788,0.00001525382,0.00001178611],"domain_scores_gemma":[0.9999382,0.000007894136,0.00001776448,0.000008653027,0.000009601808,0.00001779879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001466432,0.0002096504,0.07101627,0.0008818379,0.00009665993,0.002412168,0.002120955,0.000336676,0.699676,0.003847766,0.005777076,0.2121585],"study_design_scores_gemma":[0.0001530897,0.0003303566,0.8192917,0.0001473527,0.0001641121,0.003695666,0.00135513,0.0003784105,0.01190669,0.0007515292,0.1617916,0.00003426185],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9080474,0.001954253,0.001897652,0.0002208707,0.00003991319,0.0001615811,0.002238795,0.0003870883,0.08505239],"genre_scores_gemma":[0.9824499,0.0004180457,0.002570763,0.0002061361,0.00001266224,0.00006591202,0.001304146,0.00003646717,0.01293598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005696403,"threshold_uncertainty_score":0.01905644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02828572753127618,"score_gpt":0.2213620451988235,"score_spread":0.1930763176675473,"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."}}