{"id":"W2890115649","doi":"10.7202/1051000ar","title":"Caractérisation et protection de l’habitat du poisson dans la rivière Beaudette (Québec)","year":2018,"lang":"fr","type":"article","venue":"Le Naturaliste canadien","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Government of Canada; Université de Sherbrooke; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","keywords":"Forestry; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"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":[0.0004332412,0.0002892794,0.0003377528,0.001340686,0.00175876,0.001268964,0.0005157099,0.0003641723,0.002502032],"category_scores_gemma":[0.0005415221,0.0002816519,0.0002740345,0.001454594,0.0008946541,0.0004036603,0.0004257166,0.000296675,0.0003237395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008044469,"about_ca_system_score_gemma":0.0035237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9138762,"about_ca_topic_score_gemma":0.9727591,"domain_scores_codex":[0.9996186,0.00003253547,0.00001080935,0.000112667,0.000118121,0.0001072394],"domain_scores_gemma":[0.9991487,0.00007504845,0.0001724787,0.00002517304,0.0004769133,0.0001017175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001536941,0.00003974985,0.947731,0.0001215706,0.00007733708,0.0002824592,0.002744289,0.001152196,0.02972702,0.0003278644,0.0005658622,0.01707701],"study_design_scores_gemma":[0.000001056994,0.00001772313,0.9978096,0.000008808698,0.000005984339,0.00002846158,0.000591601,0.0002936047,0.000316803,0.00001272129,0.0009084864,0.000005038242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967536,0.0002334232,0.0004604357,0.00004151878,0.000002619225,0.00001541144,0.0004482222,0.0000142163,0.002030529],"genre_scores_gemma":[0.9936652,0.0001984447,0.0009360904,0.00004108582,0.000002153303,0.00001953318,0.0005633261,0.00001129045,0.004563021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08612376,"threshold_uncertainty_score":0.1732619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006910696629946631,"score_gpt":0.2069879491519586,"score_spread":0.2000772525220119,"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."}}