{"id":"W6931685926","doi":"10.5281/zenodo.7003346","title":"Copelatus alternatus Sharp 1882","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Instar; Larva; Head (geology); Dorsum; Constriction; Table (database)","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":[],"consensus_categories":[],"category_scores_codex":[0.000068366,0.0004252173,0.0001820079,0.001310694,0.0004375905,0.0001905183,0.0002456351,0.0002020366,0.006992698],"category_scores_gemma":[0.0001829105,0.0001396369,0.0001297978,0.0007652354,0.0001883555,0.0003341757,0.0003534624,0.0002375202,0.001991329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002137876,"about_ca_system_score_gemma":0.0001258647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001880922,"about_ca_topic_score_gemma":0.005013254,"domain_scores_codex":[0.9999224,0.000004836735,0.00001029688,0.00002649227,0.00002752706,0.00000847146],"domain_scores_gemma":[0.9998924,0.00001240537,0.00005174743,0.000007368226,0.00002097817,0.00001515225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001189242,0.0002508722,0.2744587,0.00120116,0.0001567178,0.003883842,0.001227024,0.0007636026,0.1293466,0.001253644,0.01226301,0.5740056],"study_design_scores_gemma":[0.0000982721,0.0007315303,0.8893442,0.0001945442,0.00008728648,0.007513895,0.0009571754,0.0005747504,0.006123948,0.0003172068,0.09403131,0.00002610772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8995847,0.002864117,0.001624211,0.0001458614,0.0002624228,0.0002804915,0.004754662,0.0001447144,0.0903389],"genre_scores_gemma":[0.9866018,0.001058351,0.001925822,0.0001458459,0.00007742921,0.0000866841,0.002832686,0.000009458598,0.007262083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006992698,"threshold_uncertainty_score":0.02339292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1539937030446855,"score_gpt":0.3554595231368441,"score_spread":0.2014658200921586,"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."}}