{"id":"W2897859479","doi":"10.1002/lob.10270","title":"Student Activities in Victoria, ASLO Summer Meeting 2018","year":2018,"lang":"en","type":"article","venue":"Limnology and Oceanography Bulletin","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Downtown; Library science; Publishing; Conversation; Medical education; Psychology; Medicine; Political science; Law; Computer science","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":[0.002763071,0.001296019,0.0007954062,0.001264016,0.007686636,0.007705237,0.001449473,0.002308175,0.3686316],"category_scores_gemma":[0.003240919,0.000593265,0.0004832068,0.001304501,0.0008907672,0.001306841,0.007147555,0.002878912,0.2244405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006504473,"about_ca_system_score_gemma":0.01724639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0709881,"about_ca_topic_score_gemma":0.2681547,"domain_scores_codex":[0.9973895,0.0003334026,0.00009132748,0.0002233468,0.0008931375,0.001069345],"domain_scores_gemma":[0.9941655,0.00007367021,0.0001246494,0.00007613427,0.001306158,0.004253798],"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":[0.0000811473,0.00004792999,0.0002627969,0.0001344503,0.000001766992,0.00008928077,0.0004972158,0.00002264301,0.0004660727,0.0006811142,0.9808868,0.01682884],"study_design_scores_gemma":[0.000004085542,0.0000136213,0.0008314646,0.00007598585,3.925059e-7,0.00001232587,0.0004270181,0.00001613587,0.00003142198,0.00006015925,0.9985231,0.000004422152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008095171,0.008807811,0.001102935,0.03212497,0.05761748,0.0008592794,0.00782897,0.001180457,0.8823828],"genre_scores_gemma":[0.006507451,0.001780055,0.000379119,0.002125334,0.002101312,0.0002141844,0.001862495,0.0002798088,0.9847503],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3686316,"threshold_uncertainty_score":0.9005703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009413415048399385,"score_gpt":0.2492802910456507,"score_spread":0.2398668759972514,"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."}}