{"id":"W2939888670","doi":"10.1371/journal.pbio.3000193","title":"Publication reform to safeguard wildlife from researcher harm","year":2019,"lang":"en","type":"article","venue":"PLoS Biology","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Raincoast Conservation Foundation; University of Saskatchewan; University of Victoria","funders":"","keywords":"Harm; Wildlife; Animal welfare; Enforcement; Legislation; Biology; Public relations; Environmental ethics; Engineering ethics; Criminology; Political science; Sociology; Law; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3033836,0.0007358189,0.001109402,0.007356279,0.007306889,0.0225069,0.005142747,0.01296739,0.007364236],"category_scores_gemma":[0.5113575,0.001043655,0.002060005,0.007313855,0.0157233,0.01587951,0.008141553,0.01104694,0.003014345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006818505,"about_ca_system_score_gemma":0.03790149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002638291,"about_ca_topic_score_gemma":0.003930595,"domain_scores_codex":[0.6934912,0.1791874,0.03728214,0.01532513,0.06352431,0.01118981],"domain_scores_gemma":[0.2472271,0.4503092,0.09008748,0.09741171,0.1029947,0.01196977],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002645787,0.0002911965,0.01795724,0.002756864,0.0002338379,0.0009385676,0.01618034,0.001099176,0.004028428,0.6575104,0.1356225,0.1631169],"study_design_scores_gemma":[0.0002039371,0.0003779308,0.01146696,0.002836592,0.0002696802,0.0007157777,0.00424841,0.001166749,0.003285877,0.1816767,0.7936077,0.0001437108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04326614,0.02595912,0.08097561,0.7231963,0.0275207,0.001136892,0.0007487479,0.001158049,0.09603844],"genre_scores_gemma":[0.4129779,0.01032108,0.1246184,0.3780757,0.03565001,0.001863129,0.0006941044,0.0007449323,0.03505477],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6966164,"threshold_uncertainty_score":0.8590521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2946240310583129,"score_gpt":0.4363966314456169,"score_spread":0.141772600387304,"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."}}