{"id":"W3026199742","doi":"10.11575/prism/37874","title":"Chemical ecology and genetics of rough-skinned newts, Taricha granulosa","year":2020,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Ecology; Zoology; Evolutionary biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004952474,0.0001122446,0.0001203365,0.0004805615,0.0002136552,0.000295866,0.0001324301,0.0001698713,0.0004316673],"category_scores_gemma":[0.00007402321,0.00009026162,0.000186904,0.0001977158,0.0002263875,0.000109437,0.0002163257,0.0002904113,0.0000834751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003673368,"about_ca_system_score_gemma":0.0001495806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007882291,"about_ca_topic_score_gemma":0.02549602,"domain_scores_codex":[0.9999431,0.000003063498,0.000003328036,0.00002649661,0.00001539881,0.000008583267],"domain_scores_gemma":[0.9999182,0.000009537676,0.00002758824,0.000003740537,0.00001549141,0.00002542124],"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":[0.0001291743,0.00006166696,0.1201724,0.00009632101,0.00004318581,0.0005366683,0.0007589135,0.0002343993,0.8667789,0.0001299666,0.00008770813,0.01097078],"study_design_scores_gemma":[0.000003034796,0.0000784174,0.9941112,0.000007036719,0.00001839896,0.0004356861,0.000319023,0.0001637899,0.004071767,0.00003282635,0.0007536091,0.000005088511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990776,0.0001852631,0.0001138968,0.00001544676,0.000001994289,0.000005830098,0.00009120808,0.000003647937,0.0005051529],"genre_scores_gemma":[0.9968066,0.0004397374,0.0006212321,0.00003362501,0.000003075878,0.00001375266,0.0003899851,0.00000689281,0.001685121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007882291,"threshold_uncertainty_score":0.01567286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105619083881934,"score_gpt":0.1840038099212735,"score_spread":0.1734419015330801,"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."}}