{"id":"W7008073882","doi":"","title":"Assessing flexibility in shoaling and learning in the Trinidadian guppy","year":2020,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Sports Performance and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Smithsonian Tropical Research Institute; Association for the Study of Animal Behaviour; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Guppy; Flexibility (engineering); Shoaling and schooling; Crawling","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005011026,0.0004501746,0.0003047039,0.0007975062,0.001452143,0.0006919773,0.0005216062,0.000411267,0.003387451],"category_scores_gemma":[0.001237774,0.0002141436,0.0001995348,0.0006495056,0.0009377822,0.0002992723,0.001383757,0.0006331487,0.0004692515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002346949,"about_ca_system_score_gemma":0.00149576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4820957,"about_ca_topic_score_gemma":0.7674919,"domain_scores_codex":[0.9998181,0.00001998865,0.000006935824,0.00003359072,0.00003206405,0.00008929388],"domain_scores_gemma":[0.9995437,0.00003828097,0.00007202381,0.0000153968,0.0001419164,0.0001887127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004900334,0.0004150226,0.8911867,0.0001021055,0.00005915355,0.0004402606,0.03103573,0.0004510989,0.003408966,0.0002260398,0.004357332,0.06782741],"study_design_scores_gemma":[0.00000279276,0.00008206801,0.9898077,0.0000249951,0.000004291314,0.00002749411,0.008847727,0.00005897028,0.00005517857,0.00002544053,0.001057312,0.000005994466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964249,0.00008781567,0.00005393907,0.0001411822,0.000004972273,0.00002535437,0.0001453963,0.000003974289,0.003112476],"genre_scores_gemma":[0.9909425,0.0002522598,0.0006332497,0.0000837747,0.00000453961,0.00006872992,0.0004470684,0.000008840692,0.007559088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4820957,"threshold_uncertainty_score":0.9585792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04621704392661776,"score_gpt":0.3166782600703485,"score_spread":0.2704612161437308,"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."}}