{"id":"W2155878556","doi":"10.3354/meps310271","title":"Techniques for cetaceanhabitat modeling","year":2006,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":429,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Strategic Environmental Research and Development Program; U.S. Navy","keywords":"Geography; Library science; Fishery; Fish <Actinopterygii>; Oceanography; Geology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002468218,0.001344371,0.001064002,0.001920202,0.0006863389,0.001577676,0.002534885,0.001391467,0.008601053],"category_scores_gemma":[0.01089988,0.000968488,0.0022905,0.00345823,0.0004922975,0.001789512,0.002076639,0.002833116,0.004217911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008172846,"about_ca_system_score_gemma":0.001327362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006425232,"about_ca_topic_score_gemma":0.005257427,"domain_scores_codex":[0.998987,0.00036032,0.0001149769,0.0001321605,0.0003555123,0.00005008755],"domain_scores_gemma":[0.9970434,0.001864958,0.0002151838,0.0003652926,0.0004521576,0.00005907663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002508587,0.00006454507,0.001540297,0.0004813159,0.0002237979,0.0002570923,0.0002919653,0.4608678,0.001252417,0.3150672,0.01758192,0.2023466],"study_design_scores_gemma":[0.00001425781,0.000012675,0.0002705191,0.0001114881,0.00003354608,0.0001213403,0.0000381051,0.7625955,0.000482951,0.1854142,0.05088153,0.00002399109],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.0003250025,0.0005114126,0.9961401,0.0002049728,0.00005733222,0.00003962812,0.0002168643,0.0005457444,0.00195906],"genre_scores_gemma":[0.0258122,0.003129025,0.9638995,0.0001597007,0.0002137081,0.00072293,0.0009466938,0.0004816143,0.004634642],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008601053,"threshold_uncertainty_score":0.02877337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081990769861997,"score_gpt":0.2376469641433886,"score_spread":0.2268270564447687,"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."}}