{"id":"W2954599020","doi":"10.1093/icesjms/fsz110","title":"What a long, strange trip it’s been","year":2019,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Christian ministry; Position (finance); Diversity (politics); Career path; Political science; Public relations; Biodiversity; Sociology; Management; Ecology; Business; Law; Economics; Biology","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":[0.005347769,0.0006409648,0.0007748112,0.0008114424,0.01706878,0.01330249,0.001443195,0.004691331,0.0274088],"category_scores_gemma":[0.02102333,0.0003936895,0.0007233681,0.0008246586,0.01020072,0.01201162,0.005827005,0.0132051,0.01286309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004431522,"about_ca_system_score_gemma":0.005511069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01267439,"about_ca_topic_score_gemma":0.01543366,"domain_scores_codex":[0.9941452,0.002394102,0.0001408164,0.000738884,0.001091919,0.001489062],"domain_scores_gemma":[0.9851928,0.001153106,0.0007514392,0.0008931207,0.003726052,0.008283568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001460115,0.0001137298,0.007129346,0.0002769943,0.00008627187,0.001294022,0.02748475,0.0001576053,0.0008731041,0.03731102,0.8563366,0.06879047],"study_design_scores_gemma":[0.00001311944,0.00009350541,0.00296385,0.0006188378,0.00001934627,0.001350579,0.08837971,0.0000837601,0.0003097946,0.01382802,0.8922402,0.00009938347],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02941271,0.009367328,0.004025222,0.8329839,0.05929248,0.00005821206,0.000572527,0.0003096592,0.06397795],"genre_scores_gemma":[0.4079213,0.01138684,0.005041236,0.3913944,0.01333767,0.0001772889,0.0007335972,0.001030114,0.1689775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0274088,"threshold_uncertainty_score":0.09169161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363982024377037,"score_gpt":0.272532213299135,"score_spread":0.2488923930553646,"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."}}