{"id":"W3094049826","doi":"10.1002/lob.10415","title":"Message from the President: <scp>ASLO</scp>—A Generous Society","year":2020,"lang":"en","type":"article","venue":"Limnology and Oceanography Bulletin","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003737955,0.001038363,0.0009432368,0.0005662777,0.006515819,0.006844973,0.00145614,0.01851567,0.04492107],"category_scores_gemma":[0.009158335,0.0005522196,0.0008777772,0.0006318965,0.002021062,0.004687532,0.003149362,0.02614452,0.03609744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002460681,"about_ca_system_score_gemma":0.007121682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01067933,"about_ca_topic_score_gemma":0.0194728,"domain_scores_codex":[0.9978893,0.0003039255,0.00009993234,0.0002154988,0.001120475,0.0003708221],"domain_scores_gemma":[0.9915078,0.0009318407,0.0003762691,0.0002105809,0.003340764,0.003632859],"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":[0.000006413187,0.000005201453,0.00006159152,0.000009327013,7.948695e-7,0.00002048672,0.00003106805,0.000002799889,0.00002847994,0.0002292103,0.9987296,0.000874981],"study_design_scores_gemma":[0.00001533045,0.00002051873,0.0008068004,0.00008550409,0.000004415371,0.00007205235,0.0005045516,0.00003587914,0.00009016428,0.0002810579,0.9980592,0.00002448876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0007160108,0.000938836,0.0001646998,0.9166994,0.06951196,0.00005878861,0.0002319728,0.0002687123,0.01140965],"genre_scores_gemma":[0.005013037,0.000926965,0.0003858255,0.8856986,0.02411835,0.0001390773,0.0002214211,0.0001940315,0.08330268],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04492107,"threshold_uncertainty_score":0.1502759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007031038301845038,"score_gpt":0.1663207728007905,"score_spread":0.1592897344989454,"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."}}