{"id":"W7015206872","doi":"","title":"The role of early life freshwater tolerance and combined stressors in limiting freshwater colonization in Atlantic Canadian stickleback species","year":2024,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colonization; Limiting; Stickleback; Resource (disambiguation); Stressor; Persistence (discontinuity); Ectotherm","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":[0.000161282,0.0001510895,0.0001896181,0.000820333,0.001185501,0.0006721295,0.0005224531,0.0002279479,0.002990752],"category_scores_gemma":[0.0005587824,0.0001220703,0.0001498861,0.0005534368,0.0005063419,0.0002888178,0.000647679,0.000259266,0.0001448726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003794439,"about_ca_system_score_gemma":0.002845895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.720443,"about_ca_topic_score_gemma":0.9548104,"domain_scores_codex":[0.9999238,0.000004702232,0.000002721189,0.00001814565,0.00001481715,0.00003582413],"domain_scores_gemma":[0.9995391,0.00004867361,0.0001041569,0.00001141639,0.00009545893,0.0002011651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000329714,0.00008731429,0.9350696,0.0001625754,0.00009463245,0.0003128572,0.002489897,0.0009818869,0.0360859,0.0008097644,0.001449547,0.02212633],"study_design_scores_gemma":[8.927601e-7,0.00001303246,0.9989702,0.000005563057,0.000005799788,0.00001054637,0.0003977916,0.0001027291,0.0001155337,0.0000367166,0.0003374309,0.000004006663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967316,0.000224013,0.00007310374,0.00004320284,0.000002735085,0.00000453662,0.0002502867,0.00000632541,0.002664194],"genre_scores_gemma":[0.998015,0.0001212485,0.000165543,0.00002845571,0.000001217719,0.000004786598,0.0002228866,0.000004747239,0.001436167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.279557,"threshold_uncertainty_score":0.5624067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00544261813500877,"score_gpt":0.1607739538647746,"score_spread":0.1553313357297659,"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."}}