{"id":"W6950285788","doi":"10.5281/zenodo.8110949","title":"Cheilosia mutabilis","year":2020,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Invertebrate Physiology and Ecology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Rivière-du-Loup","funders":"","keywords":"Perspective (graphical); Natural (archaeology); Product (mathematics); Identification (biology)","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":[0.0001638478,0.001146017,0.0004236266,0.002282716,0.002576165,0.0006779953,0.0006047373,0.0007986759,0.01217228],"category_scores_gemma":[0.0005131082,0.0002049357,0.000278049,0.001084888,0.0010385,0.0008082534,0.001211834,0.0006463136,0.004984459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009659344,"about_ca_system_score_gemma":0.0003570778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01724079,"about_ca_topic_score_gemma":0.03051213,"domain_scores_codex":[0.9997239,0.0000240958,0.00001921561,0.00009508956,0.0000813666,0.00005640251],"domain_scores_gemma":[0.9997731,0.00003347862,0.00007670379,0.00001791339,0.00006344321,0.00003532042],"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":[0.0004376644,0.0002309632,0.04436568,0.0005837734,0.0001019789,0.004421146,0.002689325,0.0006040059,0.07334674,0.005887952,0.02622255,0.8411083],"study_design_scores_gemma":[0.00008178219,0.0005199863,0.4084006,0.0004527805,0.0001437495,0.01723096,0.001972005,0.0008189157,0.00971743,0.002189818,0.5583704,0.0001016438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6687374,0.01958271,0.004052843,0.001058065,0.0008530247,0.0004223507,0.003461993,0.001082811,0.3007488],"genre_scores_gemma":[0.959232,0.003044758,0.002742122,0.0005625103,0.0002147612,0.000101151,0.001655062,0.00005424308,0.03239336],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01724079,"threshold_uncertainty_score":0.04072034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05476733365711677,"score_gpt":0.2134978070976004,"score_spread":0.1587304734404836,"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."}}