{"id":"W2808051046","doi":"10.7202/1047155ar","title":"Un modèle de risque comme outil de gestion d’une aire marine protégée : l’exemple du parc marin du Saguenay–Saint-Laurent","year":2018,"lang":"fr","type":"article","venue":"Le Naturaliste canadien","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"Parks Canada; Université du Québec à Rimouski","keywords":"Humanities; Forestry; Geography; Art","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0005418864,0.0007992584,0.0007178724,0.0006009435,0.0007560207,0.001881058,0.001309273,0.001706255,0.004572028],"category_scores_gemma":[0.001306855,0.0006678346,0.001407066,0.0007523836,0.0008561662,0.0007798073,0.000999494,0.0009669639,0.0004532927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002858093,"about_ca_system_score_gemma":0.002981893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3786418,"about_ca_topic_score_gemma":0.2298954,"domain_scores_codex":[0.9997113,0.0000729554,0.00001157399,0.0001079896,0.00004464589,0.00005144782],"domain_scores_gemma":[0.9995499,0.0002103219,0.00005205028,0.00002921761,0.0001215693,0.00003695602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005466444,0.00002497578,0.008938099,0.00005476693,0.00004971898,0.00007761637,0.000134632,0.9835043,0.001197804,0.002358487,0.0004104252,0.003194614],"study_design_scores_gemma":[0.00001773532,0.00003200042,0.005160159,0.00002399696,0.00004254734,0.00002064468,0.0001160347,0.9906623,0.0004510408,0.001121926,0.002329234,0.00002240918],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8369927,0.000947049,0.1312502,0.001477821,0.0002003977,0.0001509371,0.002577107,0.0008227406,0.02558115],"genre_scores_gemma":[0.9711677,0.0003343358,0.01520407,0.0000923906,0.00002392074,0.0001655767,0.0007306953,0.00008242553,0.01219886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6213582,"threshold_uncertainty_score":0.7528757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747413326169258,"score_gpt":0.2060878169774451,"score_spread":0.1886136837157525,"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."}}