{"id":"W6885949342","doi":"10.1371/journal.pone.0296241.s006","title":"Mention of impacts, best practices and distance.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Best practice; Nova (rocket); Metis; Circumpolar star; First nation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001038301,0.001045104,0.0008535709,0.007637235,0.0005957096,0.002605152,0.001043895,0.0006072246,0.07616143],"category_scores_gemma":[0.01003015,0.0004269809,0.001433946,0.01705599,0.0003148129,0.001413547,0.00156774,0.001363318,0.02049368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002957942,"about_ca_system_score_gemma":0.004861741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6638939,"about_ca_topic_score_gemma":0.7661304,"domain_scores_codex":[0.9985602,0.0001401588,0.0001336721,0.0002685704,0.0006005781,0.0002968211],"domain_scores_gemma":[0.9895537,0.003651369,0.001076556,0.0007308318,0.004281456,0.0007060837],"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":[0.0001065904,0.00002193728,0.04031264,0.001904578,0.0002471055,0.00004688535,0.0001871603,0.000382655,0.00009240619,0.0006911086,0.9420063,0.01400052],"study_design_scores_gemma":[0.00007493319,0.00003038282,0.2977468,0.001461802,0.0003723048,0.00007672788,0.00188155,0.0004331515,0.0003738611,0.0004325258,0.6970568,0.00005909798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.002598558,0.0007394668,0.00009051849,0.0002254102,0.00007226309,0.00001795086,0.9893996,0.0001567266,0.006699543],"genre_scores_gemma":[0.02193372,0.001346415,0.0005940088,0.0001704073,0.00005889131,0.0001163292,0.956944,0.0002769294,0.01855929],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9238386,"threshold_uncertainty_score":0.6761709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06278866373123193,"score_gpt":0.3155772232504543,"score_spread":0.2527885595192224,"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."}}