{"id":"W6960865141","doi":"10.14288/1.0048306","title":"Pat Chamut and the WestLand Panel","year":2012,"lang":"en","type":"other","venue":"Open Collections","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overfishing; Fisheries management; Context (archaeology); Habitat; Fishing","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":[0.001447358,0.0004548821,0.0002812063,0.000495551,0.004354075,0.003923055,0.0006320212,0.005194582,0.2418605],"category_scores_gemma":[0.002977795,0.0003516219,0.000274767,0.0005789194,0.0005827136,0.002367877,0.001490836,0.004214205,0.07007583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484566,"about_ca_system_score_gemma":0.005422112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03236337,"about_ca_topic_score_gemma":0.1345105,"domain_scores_codex":[0.9992877,0.0001099883,0.00001375758,0.0001022908,0.0002899105,0.0001964173],"domain_scores_gemma":[0.9977182,0.0002553381,0.00004972296,0.00007118221,0.0008256521,0.001079898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004585023,0.000005756983,0.00006392683,0.000005894652,2.465262e-7,0.00002623467,0.00001633596,0.000006047794,0.00002513633,0.0006360583,0.9953387,0.003871],"study_design_scores_gemma":[0.000002408863,0.000002537758,0.0004647693,0.00002420376,4.740538e-7,0.00002570942,0.0001194056,0.00001556256,0.00001890132,0.0002116218,0.9991116,0.000002734568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001324713,0.005098714,0.0004156688,0.2555407,0.0237975,0.0001921099,0.0008907283,0.0001907802,0.7125491],"genre_scores_gemma":[0.003478953,0.001110893,0.0001605747,0.03829417,0.001321471,0.00007030929,0.0001632238,0.00006075994,0.9553396],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2418605,"threshold_uncertainty_score":0.809104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02840308831807876,"score_gpt":0.2060715772444781,"score_spread":0.1776684889263994,"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."}}