{"id":"W2765426112","doi":"","title":"Arboreal Calling Behaviour Across the Range of the Spring Peeper: Potential Consequences and Benefits","year":2017,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Botanical Research and Chemistry","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University","keywords":"Arboreal locomotion; Spring (device); Range (aeronautics); Ecology; Environmental science; Biology; Engineering; Aerospace engineering; Habitat; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000702947,0.0001785836,0.0002067947,0.000005739732,0.0008942113,0.0001680886,0.001012321,0.0002649872,0.0001309371],"category_scores_gemma":[0.00005361314,0.0000660365,0.0001791204,0.0001154613,0.0004856372,0.0002873539,0.0002463,0.0004568746,0.000001670338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001628879,"about_ca_system_score_gemma":0.00005846101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01764453,"about_ca_topic_score_gemma":0.004069661,"domain_scores_codex":[0.9988594,0.00007413507,0.0001077457,0.0003074799,0.0003407043,0.0003105118],"domain_scores_gemma":[0.9993125,0.0001191885,0.000220078,0.0001540795,0.00006000845,0.0001341305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002725604,0.0005571128,0.8474439,0.00074123,0.0006182347,0.0005917936,0.00246777,0.00003450457,0.04643928,0.005009042,0.02117481,0.07219665],"study_design_scores_gemma":[0.0001969363,0.00007035167,0.9609777,0.0002362126,0.00006915083,7.870145e-7,0.004620785,0.000001898067,0.02667623,0.00014984,0.006725225,0.0002749271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806184,0.0001409142,7.95517e-8,0.01681387,0.00008729076,0.0001656156,0.0002518982,0.00002775584,0.001894238],"genre_scores_gemma":[0.9698359,0.0009702317,0.00001098181,0.00002280028,0.00009999351,7.117472e-7,0.00006725561,0.000002151084,0.02898998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1135337,"threshold_uncertainty_score":0.9888971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197758900175254,"score_gpt":0.2112844037483915,"score_spread":0.199306814746639,"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."}}