{"id":"W2152282656","doi":"10.1371/journal.pone.0045174","title":"Incorrect Likelihood Methods Were Used to Infer Scaling Laws of Marine Predator Search Behaviour","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Diffusion and Search Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Dalhousie University; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; Natural Environment Research Council; Sight Research UK; Alfred P. Sloan Foundation","keywords":"Akaike information criterion; Spurious relationship; Statistics; Predation; Fishery; Marine ecosystem; Econometrics; Ecology; Mathematics; Biology; Ecosystem","routes":{"ca_aff":true,"ca_fund":true,"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":[],"category_scores_codex":[0.01776284,0.001489277,0.001073365,0.004346941,0.001238188,0.002943855,0.002360775,0.001925771,0.002675539],"category_scores_gemma":[0.207465,0.001044538,0.001712302,0.001978372,0.003977733,0.004254553,0.002615302,0.003760911,0.0005866502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001710906,"about_ca_system_score_gemma":0.0008076624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002082295,"about_ca_topic_score_gemma":0.00105746,"domain_scores_codex":[0.9895027,0.006463367,0.0007810798,0.001542028,0.001463285,0.0002475572],"domain_scores_gemma":[0.8115849,0.1599393,0.01331163,0.01036433,0.003775596,0.001024273],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006108642,0.0002406682,0.422314,0.001398009,0.00172531,0.002266817,0.00394669,0.3147834,0.006418659,0.1152545,0.003336103,0.127705],"study_design_scores_gemma":[0.00004407949,0.0001183485,0.02787458,0.0001439054,0.0001210701,0.0009148918,0.0002309972,0.7719736,0.002847828,0.1936514,0.001953033,0.0001261528],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3222085,0.0008761872,0.6728056,0.0006786941,0.0001151067,0.0001197989,0.000394207,0.0008710956,0.00193081],"genre_scores_gemma":[0.9065369,0.0001901498,0.09152193,0.0001959115,0.00007015629,0.0001868215,0.0004350882,0.0003710723,0.0004919604],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9822372,"threshold_uncertainty_score":0.09394002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.056292387969852,"score_gpt":0.3378976118548311,"score_spread":0.2816052238849791,"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."}}