{"id":"W4253246256","doi":"10.1088/1755-1315/564/1/011002","title":"Conference Committee","year":2020,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Management; Library science; Computer science; Economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007357542,0.001599967,0.001151715,0.002957578,0.002670601,0.009713021,0.003577966,0.004527811,0.5915484],"category_scores_gemma":[0.01679112,0.0005433873,0.001380152,0.002179921,0.000759983,0.004127558,0.003850775,0.004492068,0.4938324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003431404,"about_ca_system_score_gemma":0.009532277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002916249,"about_ca_topic_score_gemma":0.003292222,"domain_scores_codex":[0.9939434,0.001073296,0.0004446968,0.001059991,0.002649463,0.0008291838],"domain_scores_gemma":[0.9797093,0.001021273,0.0005976711,0.001314341,0.01320402,0.004153471],"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":[0.00003444131,0.00002388689,0.00008679493,0.0001344728,0.000004210083,0.00002587636,0.00002417524,0.0000416949,0.0001269322,0.001457596,0.958145,0.03989488],"study_design_scores_gemma":[0.000008283142,0.00001210413,0.0001546716,0.0001116066,0.000002377147,0.00002881324,0.00004685118,0.00003086581,0.00007618169,0.0004867633,0.9990374,0.000004183018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001138603,0.01025449,0.008995228,0.06935833,0.1841713,0.002607715,0.01095966,0.003714821,0.7087999],"genre_scores_gemma":[0.006299937,0.00774696,0.004070479,0.01637353,0.03042177,0.001686539,0.0105998,0.001501633,0.9212993],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5915484,"threshold_uncertainty_score":0.5826066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486122027031933,"score_gpt":0.1855980599258396,"score_spread":0.1707368396555203,"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."}}