{"id":"W1978031661","doi":"10.4319/lom.2003.1.10","title":"Climate warming experiments: Design of a mesocosm heating system","year":2003,"lang":"en","type":"article","venue":"Limnology and Oceanography Methods","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of Alberta","funders":"American Society of Clinical Oncology","keywords":"Mesocosm; Environmental science; Heat exchanger; Meteorology; Hydrology (agriculture); Atmospheric sciences; Ecology; Geology; Geotechnical engineering; Engineering; Ecosystem","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":[0.002509145,0.0009412958,0.001213429,0.0004671479,0.002381442,0.0007246041,0.001617018,0.001172667,0.004026548],"category_scores_gemma":[0.001273474,0.0009382251,0.0007903154,0.0005308773,0.001171475,0.0008237055,0.001333411,0.002160134,0.0006628614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001510005,"about_ca_system_score_gemma":0.002436334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004758473,"about_ca_topic_score_gemma":0.00827899,"domain_scores_codex":[0.9985126,0.0002739442,0.0001220161,0.0005931882,0.000331378,0.0001669119],"domain_scores_gemma":[0.9988829,0.0002060711,0.0001325879,0.0002498277,0.0001975708,0.0003310529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007162571,0.004490422,0.01406961,0.0004484619,0.0001142967,0.000116484,0.0004484926,0.008405726,0.940429,0.0008687812,0.0005233868,0.02292267],"study_design_scores_gemma":[0.007677343,0.02593781,0.0975491,0.0001052683,0.0006090568,0.0001319768,0.0003790104,0.07378092,0.7572896,0.002585356,0.03366385,0.0002906689],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9127429,0.0003546459,0.05921421,0.0002722032,0.0003113156,0.02074085,0.002110216,0.0006919153,0.003561812],"genre_scores_gemma":[0.6423724,0.0007262058,0.2548847,0.0009080174,0.000272676,0.09296876,0.001642148,0.0002393963,0.005985701],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004758473,"threshold_uncertainty_score":0.01347017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02953234308605558,"score_gpt":0.3090213663559758,"score_spread":0.2794890232699202,"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."}}