{"id":"W6893393005","doi":"10.5281/zenodo.16264094","title":"Sphinx moth pollinators for the endangered western prairie fringed orchid, Platanthera praeclara in Manitoba, Canada","year":2004,"lang":"en","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pollinator; Endangered species; Biodiversity; Sphinx; Introduced species","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"],"consensus_categories":[],"category_scores_codex":[0.0001299398,0.000302476,0.0002525009,0.0001877266,0.000771506,0.0002633226,0.001501952,0.000139372,0.00001338469],"category_scores_gemma":[0.00005122602,0.0002757474,0.000101436,0.0006749955,0.0002136665,0.00346908,0.0004579625,0.0003479441,0.00002226268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000584027,"about_ca_system_score_gemma":0.001049287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05113852,"about_ca_topic_score_gemma":0.2756295,"domain_scores_codex":[0.9981872,0.00005573239,0.0003109457,0.0006044583,0.0003501743,0.0004914583],"domain_scores_gemma":[0.9988208,0.000111291,0.0001739849,0.0006884179,0.0000449525,0.0001604957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006194423,0.0006701793,0.8559804,0.000337755,0.0002894907,0.001918095,0.004088068,0.004707972,0.0001424977,0.09095686,0.01150277,0.02878648],"study_design_scores_gemma":[0.006672354,0.0006287644,0.705506,0.0003249955,0.0000574744,0.0001759759,0.001653175,0.001165406,0.04651539,0.008728994,0.2263264,0.002245087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3014815,0.0005449702,0.6696512,0.02116665,0.001732347,0.002574138,0.0007262804,0.001722849,0.0004000744],"genre_scores_gemma":[0.9321847,0.00007212387,0.06490263,0.002479718,0.0001204346,0.0000809448,0.000007562083,0.00001975968,0.0001321126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6307032,"threshold_uncertainty_score":0.9999695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01643281023257313,"score_gpt":0.1977098992372809,"score_spread":0.1812770890047078,"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."}}