{"id":"W6950365943","doi":"10.5281/zenodo.8110991","title":"Pipiza noctiluca Linnaeus 1758","year":2020,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera: Cerambycidae studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Rivière-du-Loup","funders":"","keywords":"Taxonomy (biology); Life history; Disease transmission","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":[0.0001130363,0.000474747,0.000118639,0.0006886983,0.000512058,0.0001922224,0.0001512519,0.0001215477,0.006599493],"category_scores_gemma":[0.0001251865,0.0001008236,0.00009183997,0.0003145225,0.0001584447,0.0002587161,0.0004270847,0.0001948276,0.001464936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006204598,"about_ca_system_score_gemma":0.0002432131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01096299,"about_ca_topic_score_gemma":0.02217827,"domain_scores_codex":[0.9999324,0.000006299379,0.000003823154,0.00002500939,0.00001973973,0.00001267626],"domain_scores_gemma":[0.9999539,0.00000593286,0.00001440295,0.000004333525,0.00001039199,0.00001103171],"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":[0.001125943,0.0002022402,0.08230471,0.001131798,0.00007086398,0.00117046,0.001196345,0.0006048058,0.4341116,0.001694147,0.01397059,0.4624164],"study_design_scores_gemma":[0.00006298142,0.0007493818,0.7977027,0.0001498465,0.00009234636,0.001712241,0.0007846649,0.000345564,0.01895106,0.0004877088,0.1789393,0.00002216471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9022595,0.005573554,0.001564856,0.0002496448,0.0001187399,0.0002044601,0.00240924,0.000473724,0.08714619],"genre_scores_gemma":[0.9704803,0.00244718,0.001469032,0.0001712734,0.00002865507,0.00009336131,0.00152813,0.00002572745,0.02375629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01096299,"threshold_uncertainty_score":0.0220775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05871110008381643,"score_gpt":0.2320002541481263,"score_spread":0.1732891540643098,"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."}}