{"id":"W4403956009","doi":"10.1016/j.marpol.2024.106469","title":"Assessing inter-organizational collaboration within the transboundary network governing the conservation of Southern Resident Killer Whales","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Western Forest Products; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; National Oceanic and Atmospheric Administration","keywords":"Environmental resource management; Fishery; Environmental planning; Geography; Business; Environmental science; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004055141,0.00008566948,0.00008698543,0.00003822163,0.0002086842,0.0002745956,0.000148344,0.00003978012,0.001053327],"category_scores_gemma":[0.00008871202,0.00004611833,0.00002780146,0.0005060955,0.0001106276,0.0001671917,0.00003537037,0.0001276921,0.00006534318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006637442,"about_ca_system_score_gemma":0.0003050047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04208633,"about_ca_topic_score_gemma":0.07492102,"domain_scores_codex":[0.9992466,0.0001295419,0.0002250409,0.000124901,0.0001475304,0.0001263761],"domain_scores_gemma":[0.9994556,0.0002836412,0.00008153573,0.0001055189,0.00005255458,0.00002115539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001058022,0.00001216019,0.784255,0.0001095003,0.0001346276,0.0000125316,0.004779945,0.01003283,0.0001675853,0.03120146,0.01072735,0.1584612],"study_design_scores_gemma":[0.0003105812,0.000173945,0.6013156,0.0001550659,0.00008799881,0.0001145665,0.006507505,0.0852007,0.0001152267,0.03609189,0.2695627,0.000364324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8732256,0.0006684808,0.001461094,0.0340661,0.001045279,0.0003625088,0.0002545906,0.0001034779,0.08881292],"genre_scores_gemma":[0.9937758,0.00002468319,0.0001127763,0.0009439826,0.0006116739,0.000001209567,0.0004623296,0.000004337484,0.004063234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2588353,"threshold_uncertainty_score":0.9998599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131181027145975,"score_gpt":0.2396347114646472,"score_spread":0.2265166087500497,"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."}}