{"id":"W4377088099","doi":"10.21203/rs.3.rs-2926801/v1","title":"Ontogeny shapes individual specialization","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Saskatchewan","funders":"Naturvårdsverket; Norges Forskningsråd; Austrian Science Fund; European Commission; Robert Bosch Stiftung; Miljødirektoratet; National Research Centre","keywords":"Ontogeny; Biology","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":[0.0003387024,0.0003037879,0.0005242394,0.0007880913,0.0002681467,0.001421132,0.0003778587,0.000723799,0.009045591],"category_scores_gemma":[0.001526275,0.0005029699,0.0003534868,0.0003195038,0.0007344094,0.001019841,0.001136489,0.0008270548,0.001254044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003816614,"about_ca_system_score_gemma":0.0003290786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005592004,"about_ca_topic_score_gemma":0.001436922,"domain_scores_codex":[0.9997533,0.00004814365,0.00000956952,0.00009527645,0.00004454539,0.00004914183],"domain_scores_gemma":[0.9987252,0.0004660931,0.0002931538,0.0001897399,0.0001045602,0.0002212622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001075924,0.0002231246,0.09824753,0.0003596602,0.000216788,0.001380728,0.001420013,0.003514049,0.7561823,0.02377472,0.003083411,0.1105218],"study_design_scores_gemma":[0.00003226778,0.0001760675,0.9547865,0.00006375661,0.00006809235,0.0007737801,0.0006106321,0.003470442,0.01882178,0.01391258,0.007248605,0.00003546134],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838399,0.0007941861,0.003076737,0.0002206703,0.00003614439,0.000005448604,0.000267858,0.00009643874,0.01166256],"genre_scores_gemma":[0.9914122,0.0005651161,0.001589891,0.000128909,0.00002659772,0.00001728965,0.0002980697,0.0002881059,0.005673793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009045591,"threshold_uncertainty_score":0.03026056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2690172293876255,"score_gpt":0.404848109118367,"score_spread":0.1358308797307416,"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."}}