{"id":"W7133271983","doi":"","title":"Science Response : Science review of standardized monitoring and success criteria reports","year":2024,"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":"","keywords":"Warrant; Process (computing); Fish <Actinopterygii>; Authorization; Scale (ratio); Advice (programming); Set (abstract data type); Citizen science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2565459,0.001725344,0.003097923,0.03612908,0.002706097,0.01061977,0.009427281,0.0104865,0.01475791],"category_scores_gemma":[0.6311966,0.002578967,0.004276279,0.02634924,0.006994344,0.0105576,0.007002847,0.01239948,0.00926084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02348433,"about_ca_system_score_gemma":0.08391757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0382428,"about_ca_topic_score_gemma":0.02856578,"domain_scores_codex":[0.7270482,0.07041209,0.0518879,0.01171915,0.1350038,0.003929002],"domain_scores_gemma":[0.1618861,0.3158338,0.05681301,0.03340771,0.4275397,0.004519609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008664234,0.00005825379,0.0007856355,0.01490846,0.0001493328,0.00005786698,0.0004343595,0.0003937676,0.0002213262,0.02907158,0.7666014,0.1872314],"study_design_scores_gemma":[0.00003899657,0.00005797768,0.001390874,0.02436223,0.0001069135,0.00005639958,0.0002020995,0.0001469321,0.0003052208,0.0044612,0.9688154,0.00005582273],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001515889,0.2721987,0.02614751,0.5210786,0.05630675,0.003171141,0.02055691,0.001553737,0.09747078],"genre_scores_gemma":[0.04380805,0.386961,0.06929921,0.3925733,0.03279484,0.01238088,0.0319686,0.002372253,0.02784195],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9617572,"threshold_uncertainty_score":0.9168113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110725516845888,"score_gpt":0.2901377321633909,"score_spread":0.279030476994932,"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."}}