{"id":"W6930609026","doi":"10.5281/zenodo.15263412","title":"La biodiversité : concepts, tendances, menaces et perspectives","year":2023,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Western europe; Limiting; Quarter (Canadian coin)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005518371,0.001155572,0.0008457989,0.00372576,0.004285002,0.0129199,0.001491358,0.004150713,0.004033169],"category_scores_gemma":[0.003512631,0.000361725,0.0004482667,0.005251687,0.02898593,0.01324925,0.004336002,0.006338942,0.0007882332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009188193,"about_ca_system_score_gemma":0.004581306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01252002,"about_ca_topic_score_gemma":0.00898028,"domain_scores_codex":[0.9968959,0.001736971,0.0001150228,0.0005073807,0.000559747,0.0001850055],"domain_scores_gemma":[0.9942585,0.004040828,0.0004058446,0.0002391173,0.0007721225,0.0002836706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002875935,0.00002322514,0.0007997975,0.0006424507,0.00001290722,0.000229937,0.03370262,0.0002586348,0.0004476747,0.9131046,0.009476254,0.0412733],"study_design_scores_gemma":[0.000005358293,0.00003824489,0.001979681,0.002394715,0.000009801279,0.0004735507,0.03040631,0.0003216532,0.0003863735,0.214735,0.7492044,0.00004480517],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0206176,0.5997445,0.01632561,0.1382879,0.004152302,0.00003541946,0.0002032539,0.00006831656,0.2205651],"genre_scores_gemma":[0.4649528,0.4403751,0.01093562,0.02353923,0.007254975,0.000250857,0.0002441974,0.0002145595,0.05223266],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0129199,"threshold_uncertainty_score":0.06666529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03478381119388325,"score_gpt":0.2586480156650419,"score_spread":0.2238642044711587,"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."}}