{"id":"W6987305148","doi":"","title":"The Southampton Island Marine Ecosystem Project, 2019 Cruise Report, 2-29 August, MV William Kennedy","year":2019,"lang":"en","type":"report","venue":"Mspace (University of Manitoba)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Arctic; Marine ecosystem; Ecosystem; Arctic ecology; Fishing; Climate change; Bay; Marine conservation; Cruise; Commercial fishing","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":[0.0009850633,0.0009090477,0.0003722203,0.001087865,0.0009686374,0.002223593,0.0009644833,0.001107467,0.0985207],"category_scores_gemma":[0.002538149,0.0004488304,0.0003112422,0.001380023,0.0002362959,0.00114506,0.002690037,0.001414189,0.06469453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001863534,"about_ca_system_score_gemma":0.00981439,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2576888,"about_ca_topic_score_gemma":0.4235276,"domain_scores_codex":[0.9994711,0.00002940951,0.00004793694,0.00005637556,0.0003077824,0.00008739441],"domain_scores_gemma":[0.9986454,0.00005245529,0.00007286872,0.00005577338,0.0007378201,0.000435728],"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":[0.0000155526,0.000007655027,0.001128407,0.00004280093,0.000002329412,0.00001985334,0.00001429447,0.00001789846,0.00003042032,0.000125906,0.9864321,0.01216264],"study_design_scores_gemma":[0.00001717679,0.00001177927,0.01727155,0.0003248808,0.000002969575,0.0000208824,0.0001534413,0.00005842679,0.00004931289,0.0001151103,0.9819657,0.000008759034],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.008659937,0.01112014,0.0006286255,0.05482833,0.02004089,0.001077476,0.4976284,0.0009442318,0.4050719],"genre_scores_gemma":[0.00982349,0.009755478,0.001666627,0.004976205,0.00100079,0.001197641,0.2487096,0.0004747169,0.7223955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7423112,"threshold_uncertainty_score":0.5123777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02381525725452284,"score_gpt":0.2325329666912927,"score_spread":0.2087177094367698,"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."}}