{"id":"W6969006966","doi":"10.5281/zenodo.8071660","title":"Spilomyia saltuum","year":2019,"lang":"sv","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Rivière-du-Loup","funders":"","keywords":"Identification (biology); Context (archaeology); Product (mathematics); Term (time)","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":[0.0001463789,0.0004618081,0.0002223839,0.0007314023,0.0006767294,0.0002104061,0.000261209,0.0002090439,0.005085298],"category_scores_gemma":[0.0003453518,0.0001163257,0.0002011161,0.0003973776,0.0002641824,0.0006029808,0.0009460169,0.0001973735,0.002192892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003451495,"about_ca_system_score_gemma":0.0001614251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003591867,"about_ca_topic_score_gemma":0.007023213,"domain_scores_codex":[0.9998808,0.00001334496,0.00001594221,0.0000380285,0.00003543254,0.00001645376],"domain_scores_gemma":[0.9998804,0.00001504514,0.00005592225,0.00001010727,0.00002226541,0.00001616625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009384907,0.000153847,0.1011954,0.001443068,0.0001010042,0.002720375,0.003454166,0.001408158,0.2793351,0.004010883,0.0134574,0.5917823],"study_design_scores_gemma":[0.00009073747,0.0006467881,0.7497814,0.0002569279,0.00008687286,0.004410962,0.001117648,0.001199478,0.01354196,0.001435118,0.2273955,0.00003668195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8840314,0.003289617,0.003486204,0.0003906146,0.0002205281,0.0001270402,0.002185132,0.0003084963,0.1059609],"genre_scores_gemma":[0.9771029,0.001200816,0.002330726,0.0002986568,0.00007623906,0.00006556867,0.001810211,0.00002702444,0.01708778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005085298,"threshold_uncertainty_score":0.017012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04047513146648418,"score_gpt":0.2241374230424875,"score_spread":0.1836622915760033,"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."}}