{"id":"W2605123267","doi":"10.71781/13136","title":"Caractérisation de l'auto-organisation et de la complexité des écosystèmes","year":2006,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":[0.001553072,0.0005589246,0.0004675635,0.004235035,0.001166162,0.005738612,0.001045596,0.0007921329,0.02014252],"category_scores_gemma":[0.01170614,0.0004790227,0.0009635011,0.003935929,0.001204842,0.003511553,0.001196745,0.0009431855,0.001763416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005495812,"about_ca_system_score_gemma":0.003391602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2209881,"about_ca_topic_score_gemma":0.2434631,"domain_scores_codex":[0.9992563,0.0001526128,0.00003507144,0.0002065129,0.0002469101,0.0001026385],"domain_scores_gemma":[0.9959475,0.001743716,0.0003419456,0.0005781616,0.001228166,0.000160443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000236071,0.00008782129,0.152857,0.002055308,0.0005439866,0.0005348312,0.006602033,0.04037947,0.01978274,0.3012089,0.02940369,0.446308],"study_design_scores_gemma":[0.00004291813,0.00005203883,0.570039,0.0007406049,0.0003263353,0.0007979424,0.003681727,0.07086525,0.009556147,0.1500728,0.193626,0.0001992449],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5739055,0.03938576,0.1954191,0.007294006,0.0005842594,0.0001395843,0.01687826,0.002944271,0.1634492],"genre_scores_gemma":[0.8952534,0.009322184,0.05226617,0.0001970943,0.0001380635,0.0001313596,0.005219185,0.0005450752,0.03692745],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2209881,"threshold_uncertainty_score":0.4394035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02361470661511075,"score_gpt":0.3089141047314152,"score_spread":0.2852993981163045,"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."}}