{"id":"W6983297258","doi":"","title":"Marcaccio and Chow-Fraser 2018 Final report to MTO","year":2025,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Orthophoto; Phragmites; Windsor; Aerial photography; Land cover; Vegetation cover; Satellite imagery; Footprint","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":[0.0028732,0.0007445276,0.0005069425,0.00349331,0.002934282,0.00341693,0.001307306,0.0009698707,0.09333719],"category_scores_gemma":[0.01404757,0.0004025848,0.0004801267,0.003883623,0.0008067687,0.001393231,0.003220982,0.0009297698,0.03527351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007168416,"about_ca_system_score_gemma":0.01807947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.591318,"about_ca_topic_score_gemma":0.6324038,"domain_scores_codex":[0.9962131,0.0001695559,0.0001965248,0.0003971228,0.0024599,0.0005637588],"domain_scores_gemma":[0.9925251,0.0003426773,0.0005003455,0.001199526,0.004624722,0.0008076111],"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":[0.0002693968,0.00008528382,0.035351,0.0008236691,0.0000529461,0.0008144602,0.003277103,0.0002555797,0.003096992,0.006244659,0.820932,0.1287969],"study_design_scores_gemma":[0.00001010456,0.00001613804,0.02619554,0.0002156766,0.00001199591,0.00009354416,0.0005683562,0.00007250081,0.0005804016,0.0002323737,0.9719926,0.00001075101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05323009,0.005108885,0.008482991,0.01462311,0.008302449,0.00306724,0.2762781,0.001970819,0.6289364],"genre_scores_gemma":[0.1422886,0.006481075,0.01323142,0.0030453,0.001575595,0.002018573,0.222672,0.002139378,0.6065481],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.591318,"threshold_uncertainty_score":0.8221777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007735252856888257,"score_gpt":0.1872361020360429,"score_spread":0.1795008491791547,"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."}}