{"id":"W7133276613","doi":"","title":"Gully monitoring review : 2021","year":2022,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada","keywords":"Baseline (sea); Context (archaeology); Work (physics); Ecosystem; Environmental monitoring; Ecosystem health; Bay","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004337832,0.001163942,0.001896621,0.007545038,0.0005239117,0.002360085,0.003149389,0.002195529,0.02821966],"category_scores_gemma":[0.015196,0.0006426423,0.002074194,0.006852739,0.0006117573,0.0033945,0.001414619,0.001937343,0.01521059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002805288,"about_ca_system_score_gemma":0.009091251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01682978,"about_ca_topic_score_gemma":0.03489409,"domain_scores_codex":[0.9974412,0.0005625745,0.0006299297,0.0002692238,0.000951415,0.0001455762],"domain_scores_gemma":[0.9873834,0.002544298,0.001943024,0.000346665,0.00720448,0.0005780188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001498507,0.00002502834,0.0004374736,0.03814559,0.0001939248,0.00008128291,0.00004470276,0.00009423435,0.000245819,0.001604862,0.3773714,0.5816057],"study_design_scores_gemma":[0.00003154575,0.00005515724,0.002187115,0.03651404,0.0002729233,0.000169076,0.00003089241,0.00003485974,0.0001016669,0.0004978774,0.9600909,0.00001388112],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002986567,0.9576033,0.0005284356,0.01117299,0.006868547,0.0002651387,0.007213136,0.0001772501,0.01587252],"genre_scores_gemma":[0.002498855,0.9633625,0.001542737,0.009748985,0.002271127,0.00040457,0.009693624,0.00007634622,0.01040134],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02821966,"threshold_uncertainty_score":0.09440422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114069525898154,"score_gpt":0.2500826102564114,"score_spread":0.2389419149974299,"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."}}