{"id":"W6968924621","doi":"10.5281/zenodo.3790694","title":"Gyrinus gibber LeConte 1868","year":2009,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Nova Scotia Hospital","funders":"","keywords":"Lake ecosystem; Drainage; Fluvial; Assemblage (archaeology); Colossus computer","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":[0.00009939422,0.0007645506,0.0002303266,0.001303732,0.0008114158,0.0004565898,0.0002230475,0.0002215621,0.01308673],"category_scores_gemma":[0.0001862506,0.00008944337,0.0000889301,0.0007296869,0.0003400771,0.0003601771,0.0003828448,0.0001882239,0.004280037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009094224,"about_ca_system_score_gemma":0.000172987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04155497,"about_ca_topic_score_gemma":0.1060589,"domain_scores_codex":[0.9999088,0.00001026494,0.000005853788,0.00002727915,0.00002141582,0.00002639562],"domain_scores_gemma":[0.9999084,0.00000911229,0.00003931428,0.000005919717,0.00001729163,0.00001986181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00142575,0.0001078532,0.2791545,0.0006171704,0.00007568811,0.003649679,0.002626094,0.000414033,0.05740759,0.003777362,0.03618779,0.6145566],"study_design_scores_gemma":[0.0000397102,0.0002067473,0.6990174,0.0002464364,0.00003051899,0.002793692,0.000721112,0.0002068149,0.002338052,0.0004243308,0.2939481,0.00002705571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7048375,0.02382955,0.002089296,0.0008617222,0.000466451,0.0001881954,0.007878334,0.0009044937,0.2589445],"genre_scores_gemma":[0.9499421,0.003711245,0.00184971,0.0005882443,0.0001105055,0.00005097267,0.004136357,0.00004679559,0.03956399],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04155497,"threshold_uncertainty_score":0.08262616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939190142432285,"score_gpt":0.2172900079911969,"score_spread":0.197898106566874,"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."}}