{"id":"W7092356334","doi":"10.26108/mfyp-a730","title":"An assessment of in-stream restorative structures on tertiary streams in the Annapolis Valley, Nova Scotia","year":2000,"lang":"en","type":"article","venue":"AcadiaU-DEV","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"STREAMS; Nova scotia; Bedrock; Alluvium; Tributary; Natural (archaeology)","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":[],"category_scores_codex":[0.0002816822,0.0001431605,0.000161695,0.00006592957,0.00006861032,0.00001105113,0.0003833332,0.00008049003,0.002166495],"category_scores_gemma":[0.00001410319,0.0001028134,0.0000276119,0.0002424924,0.0002518029,0.0002196771,0.00006978273,0.0002297487,0.00008128648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009449745,"about_ca_system_score_gemma":0.000009457844,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002679353,"about_ca_topic_score_gemma":0.03033884,"domain_scores_codex":[0.9988593,0.0001796397,0.0002151414,0.0002815915,0.0002062339,0.000258029],"domain_scores_gemma":[0.9995291,0.00008690202,0.0000609643,0.0002896718,0.000002916259,0.00003050107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002561412,0.0002824144,0.9702495,0.000005554144,0.00001860824,0.00002160846,0.002198251,0.003414483,0.00007148038,0.001013405,0.01450645,0.008192663],"study_design_scores_gemma":[0.0003097715,0.0002197538,0.9953819,0.00001116937,0.000008591524,8.016424e-7,0.0006140776,0.0001132022,0.0001276554,0.001983782,0.001121646,0.0001076768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9305503,0.00001245022,0.000002005446,0.00117429,0.00004897705,0.0002884447,0.000008831177,0.0000106483,0.06790408],"genre_scores_gemma":[0.99759,0.0000711772,0.0001899507,0.001926999,0.00002131326,0.00001665064,0.00001165402,0.000007058757,0.0001651846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06773889,"threshold_uncertainty_score":0.9987457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327399709042269,"score_gpt":0.3007934767451755,"score_spread":0.2875194796547528,"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."}}