{"id":"W2008291459","doi":"10.13034/cysj-2014-018","title":"The conditional benefits of cannibalism for wood frog tadpoles (Lithobates sylvaticus)","year":2014,"lang":"en","type":"article","venue":"Journal of Student Science and Technology","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Lithobates; Cannibalism; Biology; Zoology; Ecology; Amphibian; Larva","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009885581,0.00006415542,0.0001474492,0.0001002153,0.0002949713,0.00001854456,0.0005268817,0.00006291014,0.00001687503],"category_scores_gemma":[0.0002304389,0.00003548622,0.00002903748,0.0002876979,0.002635658,0.0001040467,0.0001714102,0.00008460876,0.000002924269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004040219,"about_ca_system_score_gemma":0.00003331017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005286899,"about_ca_topic_score_gemma":0.00002975403,"domain_scores_codex":[0.9990766,0.00001334325,0.0002667123,0.0001259184,0.0003228813,0.0001945592],"domain_scores_gemma":[0.9993247,0.0001179678,0.0002908312,0.0001077962,0.0001089062,0.00004975892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005881241,0.0002927117,0.5562064,0.00001421286,0.00007193605,0.000003304021,0.0007154804,0.0002084904,0.1217556,0.1941613,0.004024788,0.122487],"study_design_scores_gemma":[0.001573138,0.002393738,0.855551,0.00005864878,0.00005976292,0.0003051031,0.00317859,0.0003513233,0.03546323,0.06226279,0.03854111,0.0002615493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952465,0.00026516,0.0002247264,0.003710602,0.0001518435,0.00009243428,0.00000356145,0.000005330935,0.0002998783],"genre_scores_gemma":[0.9990463,0.0001253382,0.0006237759,0.0001052866,0.00003778773,0.000004135643,1.981451e-7,0.000002276383,0.00005488095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2993446,"threshold_uncertainty_score":0.9711192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007733539701050595,"score_gpt":0.2505737807162359,"score_spread":0.2428402410151853,"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."}}