{"id":"W2907895239","doi":"10.1242/jeb.192591","title":"Bigger brains in trickier habitats","year":2019,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Windsor","funders":"","keywords":"Lepomis; Habitat; Predation; Ecology; Crayfish; Brain size; Biology; Shore; Plankton; Pike; Geography; Fishery; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004635981,0.000382886,0.000437912,0.0009289202,0.001059403,0.002588395,0.0004205556,0.0008907931,0.02585205],"category_scores_gemma":[0.002856999,0.0002836299,0.0003263586,0.0004412056,0.00344422,0.005622097,0.002527673,0.001543525,0.002973194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005715311,"about_ca_system_score_gemma":0.0002649207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001253037,"about_ca_topic_score_gemma":0.002293963,"domain_scores_codex":[0.9995314,0.00008243204,0.00002309115,0.0001668933,0.00009246233,0.0001037757],"domain_scores_gemma":[0.9984583,0.0003611626,0.00039284,0.0002072246,0.0001811967,0.0003993924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000989577,0.0003402956,0.1734795,0.001472439,0.0009046328,0.005697007,0.04681862,0.0008007116,0.1372138,0.1229314,0.09121457,0.4181373],"study_design_scores_gemma":[0.0001076388,0.000455365,0.6223744,0.0004002873,0.0001835747,0.007526145,0.01954892,0.0003674637,0.008476957,0.07907076,0.2612893,0.0001992029],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8956201,0.006354671,0.004980302,0.01480588,0.001050409,0.0000296105,0.0006296304,0.0002955973,0.07623382],"genre_scores_gemma":[0.9557818,0.002343754,0.00623124,0.00879402,0.0004074186,0.00006543567,0.0004230499,0.0003562961,0.02559701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02585205,"threshold_uncertainty_score":0.08648372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01895949132334473,"score_gpt":0.2760740790599457,"score_spread":0.257114587736601,"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."}}