{"id":"W3173880128","doi":"10.3390/d13070288","title":"Coverage Increases of Porites astreoides in Grenada Determined by Shifts in Size-Frequency Distribution","year":2021,"lang":"en","type":"article","venue":"Diversity","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Guelph","funders":"","keywords":"Coral; Reef; Benthic zone; Ecology; Coral reef; Cnidaria; Abundance (ecology); Biology; Quadrat; Anthozoa; Oceanography; Transect; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008185662,0.00006601216,0.0001337526,0.000008841301,0.00006520314,0.000004760382,0.00008708986,0.00002337844,0.0003424127],"category_scores_gemma":[0.0001758501,0.00006640788,0.0000279094,0.0001906963,0.00004453193,0.0001431829,0.0008051697,0.00004491649,0.00001106375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000147802,"about_ca_system_score_gemma":0.000007371138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03845188,"about_ca_topic_score_gemma":0.02987261,"domain_scores_codex":[0.9994317,0.00004288328,0.0001169974,0.000158401,0.0001273437,0.0001226928],"domain_scores_gemma":[0.999755,0.00008228321,0.00004375939,0.00008202818,0.000007424025,0.00002951302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001032181,0.000104101,0.9959065,0.00001172154,0.0000028724,0.00005545296,0.00009050009,0.000003550077,0.001751957,0.00001092864,0.0008206507,0.001231398],"study_design_scores_gemma":[0.0003111406,0.00002024507,0.9977212,0.00001667404,0.000004250142,8.497302e-7,0.0001113271,0.0000142467,0.001099997,0.000431893,0.0001969878,0.00007121706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984722,0.00006958461,0.000008637526,0.00006114171,0.00003645573,0.00005593025,0.0001742343,0.000006600873,0.001115214],"genre_scores_gemma":[0.9996901,0.00004549899,0.00002906774,0.00001815373,0.000004160737,0.000001424146,0.0000510537,0.000001251882,0.000159298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008579261,"threshold_uncertainty_score":0.9878297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005894464770287308,"score_gpt":0.1798523833718031,"score_spread":0.1739579186015158,"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."}}