{"id":"W7099557235","doi":"","title":"CHRISTELLE LEGAY DEVELOPPEMENT DE STRATEGIES POUR","year":2015,"lang":"en","type":"article","venue":"","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Field (mathematics); Government (linguistics); Order (exchange)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008680486,0.0007866282,0.0004416755,0.00114093,0.004028881,0.006835511,0.0017776,0.003727729,0.04024203],"category_scores_gemma":[0.01030983,0.0003555596,0.0005182691,0.0006619469,0.002045817,0.005652694,0.005951004,0.003820616,0.01220665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005295228,"about_ca_system_score_gemma":0.01991793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01934184,"about_ca_topic_score_gemma":0.01827964,"domain_scores_codex":[0.9938563,0.002397622,0.0001727011,0.0009320387,0.001872667,0.0007686728],"domain_scores_gemma":[0.9909739,0.001710926,0.0003317892,0.0005885696,0.003164468,0.003230336],"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":[0.000251785,0.0004169057,0.002803354,0.0004607612,0.00003631806,0.0004441021,0.007143266,0.001219537,0.005957221,0.2396391,0.4269807,0.3146469],"study_design_scores_gemma":[0.00001993928,0.00006517352,0.000570114,0.0001157267,0.000006383428,0.00008601239,0.00150403,0.0003301175,0.001080091,0.0101873,0.9860187,0.00001640689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01614789,0.02046838,0.06464502,0.585855,0.0183309,0.0005709801,0.0003149119,0.001188379,0.2924785],"genre_scores_gemma":[0.1140243,0.0122536,0.05745742,0.06015959,0.002020026,0.0004515515,0.0004057444,0.000661082,0.7525667],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.959758,"threshold_uncertainty_score":0.1346231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03312030771249615,"score_gpt":0.269165086739189,"score_spread":0.2360447790266929,"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."}}