{"id":"W2055733913","doi":"10.4000/ocim.1117","title":"Une réflexion commune et durable sur la mobilisation citoyenne pour la protection de la biodiversité","year":2012,"lang":"fr","type":"article","venue":"La Lettre de l’OCIM","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Espace pour la vie","funders":"","keywords":"Humanities; Political science; Geography; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002166173,0.0002555622,0.0001751563,0.0000574152,0.0002776457,0.0001271309,0.0002422742,0.0003222581,0.001665187],"category_scores_gemma":[0.00007905911,0.0002892032,0.0001064833,0.0002938852,0.0004647706,0.0008345647,0.0002815507,0.0004859644,0.001051077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008333882,"about_ca_system_score_gemma":0.00002543842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03328049,"about_ca_topic_score_gemma":0.0007192322,"domain_scores_codex":[0.9967797,0.001844112,0.0002488321,0.0002920099,0.0003198004,0.000515548],"domain_scores_gemma":[0.9988697,0.0004386791,0.0001695119,0.0003322843,0.00000678043,0.0001831064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002354929,0.003484651,0.2111292,0.0003715932,0.0002121219,0.0001150256,0.01355579,0.01131407,0.18302,0.02471367,0.4724365,0.07941195],"study_design_scores_gemma":[0.0007963355,0.00004470134,0.2160478,0.00006537105,0.00006664763,0.00005763921,0.0007268473,0.001375904,0.003927052,0.0007446049,0.7758762,0.00027087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7052031,0.0006825274,0.01017146,0.07025294,0.0003301296,0.0008990986,0.00004649258,0.0001720892,0.2122422],"genre_scores_gemma":[0.965358,0.0006998877,0.003121756,0.004446924,0.00009000688,0.00008130934,0.00004892398,0.00003607752,0.02611709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3034398,"threshold_uncertainty_score":0.999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512193461376638,"score_gpt":0.2233944963961615,"score_spread":0.2082725617823952,"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."}}