{"id":"W7029637871","doi":"","title":"Lake shape predicts the degree of habitat coupling in Canadian Shield Lakes","year":2008,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Littoral zone; Habitat; Trout; Pelagic zone; Degree (music); Predation; Coupling (piping); Brown trout","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":[0.0001836593,0.000158068,0.0002100543,0.0006892384,0.001342681,0.00086752,0.0002673225,0.0002477671,0.001638029],"category_scores_gemma":[0.0008844286,0.0001917161,0.0002963484,0.0008108624,0.0006883568,0.0002939608,0.000926991,0.0002116447,0.0001233863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003907649,"about_ca_system_score_gemma":0.002426392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7630323,"about_ca_topic_score_gemma":0.92639,"domain_scores_codex":[0.9998316,0.00001076373,0.00000754214,0.00003323986,0.0000570252,0.0000598764],"domain_scores_gemma":[0.9995741,0.00005271958,0.0001193334,0.00001999327,0.0001195606,0.000114378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004789302,0.00000803588,0.994579,0.000006223995,0.00003655799,0.00003675136,0.0005929557,0.0004280127,0.001845351,0.0001073991,0.0001614976,0.002150351],"study_design_scores_gemma":[9.310159e-7,0.000002867706,0.9992442,0.000001189123,0.000004130163,0.000008717435,0.0002145901,0.0003674033,0.00004232454,0.00001922389,0.00009178888,0.000002592521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990514,0.0000176359,0.00005805791,0.00002468589,5.051635e-7,0.000002225059,0.00008552316,0.000002483757,0.0007574537],"genre_scores_gemma":[0.9995638,0.00001450758,0.00007831625,0.000006834354,4.533115e-7,0.000001464635,0.0001126928,0.000001957702,0.0002199198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2369677,"threshold_uncertainty_score":0.4767265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804157526946867,"score_gpt":0.1976515273576313,"score_spread":0.1796099520881626,"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."}}