{"id":"W4220751795","doi":"10.5281/zenodo.6196131","title":"Protecting Blue Corridors - Challenges and solutions for migratory whales navigating national and international seas","year":2022,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishery; Geography; Oceanography; Geology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004555923,0.0009215614,0.0004282336,0.001346071,0.003720931,0.006451998,0.002252418,0.004724561,0.009410429],"category_scores_gemma":[0.005897087,0.0003277333,0.0007121056,0.001403404,0.002094491,0.008224934,0.007653642,0.003690473,0.002403726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001591618,"about_ca_system_score_gemma":0.008206227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0326307,"about_ca_topic_score_gemma":0.0508181,"domain_scores_codex":[0.9979938,0.0006067254,0.00009708652,0.0001719276,0.0003510874,0.0007793324],"domain_scores_gemma":[0.9948217,0.0008208737,0.0003685471,0.0003172113,0.001337292,0.002334348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000124656,0.0002039986,0.02694304,0.002443597,0.0001547866,0.001023534,0.01539243,0.004024036,0.003026125,0.03823349,0.4076255,0.5008049],"study_design_scores_gemma":[0.00001834254,0.0002192456,0.01390079,0.002760752,0.00005947067,0.0004831421,0.08792088,0.001515812,0.0006361282,0.03188571,0.8605022,0.00009741787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.08055402,0.07000695,0.02259412,0.743713,0.008978129,0.0002216377,0.002095373,0.001156794,0.07067998],"genre_scores_gemma":[0.6064336,0.185012,0.05416718,0.07360215,0.002773573,0.0008735208,0.005725467,0.0004940886,0.07091843],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0326307,"threshold_uncertainty_score":0.0648815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1302407018090493,"score_gpt":0.2988537747414276,"score_spread":0.1686130729323783,"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."}}