{"id":"W2548064720","doi":"","title":"Regional projections of climate change effects on thermal habitat space for fishes in stratified Ontario lakes.","year":2014,"lang":"en","type":"article","venue":"","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Climate change; Habitat; Geography; Environmental science; Ectotherm; Space (punctuation); Climatology; Fishery; Oceanography; Ecology; Geology; Biology; Computer science","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":[0.0001992538,0.0002056449,0.00008962232,0.0003484358,0.0003407417,0.0003922008,0.000261446,0.0002596729,0.001686773],"category_scores_gemma":[0.0007191453,0.0001605296,0.0003411005,0.0006835134,0.0001944027,0.0002984312,0.0003618871,0.0002460292,0.0001803484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006023747,"about_ca_system_score_gemma":0.003789766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9134833,"about_ca_topic_score_gemma":0.9623527,"domain_scores_codex":[0.999922,0.00001467862,0.000004905508,0.0000164675,0.00001753508,0.00002440565],"domain_scores_gemma":[0.9997009,0.00001988426,0.00005306384,0.000009244728,0.0001519494,0.00006503005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004692364,0.00003534823,0.8935582,0.0001935032,0.0002574961,0.0002388359,0.001433912,0.0658417,0.003165782,0.0021411,0.01601204,0.01665292],"study_design_scores_gemma":[0.00002256589,0.00002132341,0.9727315,0.00003108817,0.00006425953,0.00004002015,0.001017941,0.01968587,0.0001985784,0.0004253563,0.005743372,0.00001821791],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745229,0.0008525971,0.001081434,0.001534506,0.00003137437,0.00001879745,0.01629326,0.00005790769,0.005607293],"genre_scores_gemma":[0.9957868,0.0003078841,0.0004637244,0.00003449956,0.000004621306,0.00001184914,0.002394232,0.000005697449,0.000990664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08651674,"threshold_uncertainty_score":0.1740525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163437057387328,"score_gpt":0.2281569303215615,"score_spread":0.2065225597476882,"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."}}