{"id":"W4231064099","doi":"10.1002/9781119072799.part2","title":"INTRODUCTION","year":2016,"lang":"en","type":"other","venue":"","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Queen (butterfly); Library science; Art history; History; Ecology; Biology; Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001339414,0.0006632768,0.0003679272,0.001969451,0.0010838,0.003967389,0.001125327,0.001190555,0.5733869],"category_scores_gemma":[0.003121768,0.000174295,0.0005157199,0.001714523,0.0006265565,0.001831235,0.001994349,0.001464194,0.453303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196145,"about_ca_system_score_gemma":0.002662484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004334249,"about_ca_topic_score_gemma":0.008592871,"domain_scores_codex":[0.9991026,0.0001019588,0.00004147969,0.0001518103,0.0004772355,0.0001250138],"domain_scores_gemma":[0.9983961,0.0001866352,0.00007827373,0.0002194508,0.0006582498,0.0004612232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004398896,0.00004270592,0.0003962754,0.0001767835,0.000002734025,0.00006893901,0.00008477355,0.00009870378,0.0003665616,0.02069316,0.8312399,0.1467854],"study_design_scores_gemma":[0.000001971096,0.000004000925,0.0003145839,0.00004527924,7.738778e-7,0.00003830947,0.00002562658,0.00001357198,0.00007391003,0.001140239,0.99834,0.000001839842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006855753,0.001002818,0.002263498,0.002222387,0.003442505,0.0001230962,0.006339718,0.000853462,0.983067],"genre_scores_gemma":[0.002255498,0.0007668877,0.001216403,0.001135901,0.0006257722,0.00006047799,0.004036993,0.0003575254,0.9895446],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4266131,"threshold_uncertainty_score":0.6085118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02426142261851439,"score_gpt":0.1896509725151125,"score_spread":0.1653895498965981,"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."}}