{"id":"W2099618312","doi":"10.1007/s10452-006-9075-x","title":"Size-assortative pairing in the lotic amphipod Gammarus zaddachi, an examination of hypotheses and the influence of current speed","year":2007,"lang":"en","type":"article","venue":"Aquatic Ecology","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Gammarus pulex; Biology; Gammarus; Competition (biology); Pairing; Ecology; Zoology; Amphipoda; Crustacean; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003072377,0.0001020817,0.0002254023,0.00004097529,0.00007544411,0.000004218012,0.0002594275,0.00007321803,0.000373133],"category_scores_gemma":[0.0009587444,0.00006161339,0.0000264701,0.0002059677,0.00118707,0.0001304286,0.00006332968,0.0001442786,0.00003368989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005044986,"about_ca_system_score_gemma":0.00001722819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003071087,"about_ca_topic_score_gemma":0.009948714,"domain_scores_codex":[0.9983969,0.0006189257,0.0004167571,0.0001783452,0.0001701303,0.0002189593],"domain_scores_gemma":[0.9958999,0.003597579,0.000269272,0.0001965104,0.00001085188,0.00002592728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000754365,0.0003978442,0.9671878,0.00001658869,0.00001125383,0.000007606816,0.01273985,0.0005527479,0.002120194,0.002126165,0.00001408026,0.01475046],"study_design_scores_gemma":[0.0007735915,0.0002540011,0.9909788,0.0000101,0.00004166137,0.000006523313,0.001748631,0.001608585,0.0005441331,0.003963985,0.000003658896,0.00006636812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998795,0.00002165191,0.00006893704,0.0001110414,0.00005141978,0.0004531435,9.205982e-7,0.000004438796,0.000493462],"genre_scores_gemma":[0.9995999,0.00001226266,0.0001639624,0.0001728464,0.000007453666,0.00001401249,0.000001291365,0.000004811091,0.00002340493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02379099,"threshold_uncertainty_score":0.5551616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02126157632882514,"score_gpt":0.2717033466486682,"score_spread":0.250441770319843,"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."}}