{"id":"W3118365071","doi":"","title":"REVIEW OF THE CANADIAN SPECIES OF HOPLISOIDES (HYMENOPTERA: CRABRONIDAE) WITH REVISIONARY NOTES ON THE H. PLACIDUS SPECIES GROUP","year":2006,"lang":"","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hymenoptera; Group (periodic table); Taxonomy (biology); Geography; Biology; Zoology; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0003407737,0.0005800016,0.000761644,0.0002473561,0.003696212,0.0005278671,0.001174101,0.0001749138,0.01027732],"category_scores_gemma":[0.00008319379,0.0003493876,0.0004571391,0.0005273159,0.004577227,0.001562345,0.0003794427,0.0005519631,0.0001520341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002575797,"about_ca_system_score_gemma":0.001078689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04505246,"about_ca_topic_score_gemma":0.2000115,"domain_scores_codex":[0.9968876,0.0003956302,0.0008221442,0.0005469911,0.0007742887,0.0005733376],"domain_scores_gemma":[0.9976972,0.0002374556,0.0006986035,0.0009113398,0.0002573631,0.0001980433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001516631,0.0004321957,0.3438459,0.003587003,0.0002498978,0.0000653,0.001184728,0.00001841135,0.0000167881,0.5594265,0.0907872,0.0002343774],"study_design_scores_gemma":[0.0004153372,0.0003237129,0.4780661,0.009156052,0.0002063621,0.000005459712,0.0009525226,0.000003425565,0.0005621894,0.0003172747,0.5095469,0.0004446517],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6091123,0.02993613,0.000003423695,0.04097043,0.001602895,0.002889078,0.008379643,0.00008912996,0.307017],"genre_scores_gemma":[0.9762654,0.01214845,0.00006514871,0.003728698,0.0004298534,0.000009638164,0.00003706026,0.00002123582,0.007294455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5591093,"threshold_uncertainty_score":0.9998958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02027453151253914,"score_gpt":0.1762416170313292,"score_spread":0.1559670855187901,"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."}}