{"id":"W2117389593","doi":"10.1093/icb/icq013","title":"Grand Challenges in Migration Biology","year":2010,"lang":"en","type":"article","venue":"Integrative and Comparative Biology","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":243,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Context (archaeology); Process (computing); Abiotic component; Biology; Ecology; Data science; Evolutionary biology; Computer science","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":[0.01738376,0.001288441,0.002536629,0.001969756,0.003015325,0.004456729,0.004033348,0.01161172,0.01190782],"category_scores_gemma":[0.01620399,0.0005241497,0.001230878,0.001719939,0.01445761,0.01591037,0.005792519,0.01729215,0.004091115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002819084,"about_ca_system_score_gemma":0.004897068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004326235,"about_ca_topic_score_gemma":0.005027922,"domain_scores_codex":[0.9969444,0.001277662,0.0002163653,0.0006171052,0.0006311514,0.0003132643],"domain_scores_gemma":[0.9821448,0.01126376,0.0005601797,0.001211156,0.002581014,0.002238967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001262839,0.0001561954,0.002173872,0.001730863,0.0001282036,0.0004151177,0.002390712,0.002235409,0.001000685,0.4601676,0.2633894,0.2660857],"study_design_scores_gemma":[0.0000169051,0.0000699467,0.001228634,0.0005504229,0.00002262379,0.0004469978,0.001616007,0.0009185259,0.000107055,0.4967988,0.4981534,0.00007070193],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002211877,0.2522642,0.01372966,0.7011849,0.01912115,0.00002074794,0.0001487611,0.0001817634,0.01113696],"genre_scores_gemma":[0.09754543,0.4687213,0.03687006,0.2624647,0.1094506,0.0003245661,0.0004213276,0.0002940207,0.02390805],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01738376,"threshold_uncertainty_score":0.09193516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06434529122497912,"score_gpt":0.3021544956504884,"score_spread":0.2378092044255093,"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."}}