{"id":"W4291634174","doi":"10.4314/met.v32i1.11","title":"NOTE: Return to Port St Johns","year":2022,"lang":"en","type":"article","venue":"Metamorphosis","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Port (circuit theory); Engineering; Electrical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003532512,0.00008491177,0.0001228772,0.00004689717,0.000504754,0.000007911291,0.0002083229,0.00001999064,0.01764168],"category_scores_gemma":[0.00004571883,0.0000838602,0.00005544547,0.0003897286,0.00005600522,0.00005733733,0.0005521761,0.0001342304,0.0008227662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001729985,"about_ca_system_score_gemma":0.000005823753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003037016,"about_ca_topic_score_gemma":0.000842286,"domain_scores_codex":[0.9991212,0.00006457535,0.0001380863,0.0002466718,0.0002299612,0.0001994617],"domain_scores_gemma":[0.9996616,0.00003764823,0.00004576643,0.000186084,0.000004633852,0.00006430982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002116413,0.0001739638,0.8413584,0.000003087395,0.00005269943,0.00003629107,0.001990947,0.0075251,0.003474646,0.0003802613,0.1425169,0.002466559],"study_design_scores_gemma":[0.0002239366,0.0001758148,0.4464389,0.000001017644,0.00005608658,0.00001535001,0.0004338532,0.001659992,0.0004767495,0.0005098291,0.5497358,0.0002726341],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659208,0.00004046033,0.0008734536,0.006127161,0.000520576,0.0002366338,0.00004123318,0.00006260636,0.02617709],"genre_scores_gemma":[0.9882606,0.000009181876,0.001972423,0.00266593,0.00001471135,0.0001541016,0.00001129865,0.000009747784,0.006902066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4072189,"threshold_uncertainty_score":0.9999552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048092992578341,"score_gpt":0.2330459304833637,"score_spread":0.2225650005575803,"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."}}