{"id":"W2267368228","doi":"10.1002/lob.10082","title":"ASLO 2016 Summer Meeting to Include Public Lecture by Peter Mcbride","year":2016,"lang":"en","type":"article","venue":"Limnology and Oceanography Bulletin","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outreach; Passion; Film director; Art history; Library science; Sociology; History; Political science; Law; Movie theater; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001937099,0.0001624175,0.0001363217,0.0001086745,0.0002517515,0.00003819026,0.0001770777,0.0001431985,0.003495579],"category_scores_gemma":[0.00008880698,0.0001120073,0.00006826707,0.0002185238,0.0002226931,0.0001273303,0.0001855097,0.0001349191,0.000957711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002611992,"about_ca_system_score_gemma":0.000005367882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009634341,"about_ca_topic_score_gemma":0.00007771912,"domain_scores_codex":[0.9988192,0.00009122083,0.0002050541,0.0003947908,0.0001195008,0.0003702843],"domain_scores_gemma":[0.9994326,0.0001282111,0.000072336,0.0002129941,0.00001514755,0.0001387286],"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":[0.00004294846,0.00005304483,0.4406499,0.000002295187,0.00002797967,0.000002850215,0.00008559482,0.000001317688,0.01269098,0.00008086206,0.5302802,0.01608198],"study_design_scores_gemma":[0.0002719795,0.0001045915,0.08668551,0.00002586593,0.00001043277,0.00001661322,0.00002541497,0.000003011286,0.0018538,0.0002179549,0.9105982,0.0001866386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9320528,0.0002631597,0.001185529,0.0583559,0.0001821024,0.000142879,0.00001483881,0.0000753052,0.007727488],"genre_scores_gemma":[0.9880532,0.0001967083,0.0007550117,0.00895075,0.00005984428,0.00002435707,0.000006526811,0.00001469018,0.001938926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3803179,"threshold_uncertainty_score":0.9998202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007089213469284117,"score_gpt":0.2023422981398246,"score_spread":0.1952530846705405,"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."}}