{"id":"W2573294167","doi":"10.1098/rsos.160756","title":"Why are we not evaluating multiple competing hypotheses in ecology and evolution?","year":2017,"lang":"en","type":"review","venue":"Royal Society Open Science","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Guelph","funders":"","keywords":"Inference; Suspect; Ecology; Computer science; Data science; Management science; Psychology; Biology; Artificial intelligence; Economics","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":[],"category_scores_codex":[0.06477614,0.001196954,0.004380669,0.005132014,0.001576354,0.006507037,0.00752263,0.006117114,0.002891101],"category_scores_gemma":[0.09636124,0.0008769697,0.002250695,0.005629024,0.01363818,0.01433863,0.003082801,0.008070683,0.001259093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0035006,"about_ca_system_score_gemma":0.007194289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003554523,"about_ca_topic_score_gemma":0.006266032,"domain_scores_codex":[0.9717695,0.01932015,0.001903947,0.002061415,0.004544083,0.0004008667],"domain_scores_gemma":[0.8303953,0.1527468,0.005093887,0.002681117,0.007954546,0.001128458],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000104745,0.00004481218,0.001842032,0.03770562,0.001673327,0.0003698114,0.002286746,0.0009815063,0.0003354908,0.1082973,0.01849529,0.8278635],"study_design_scores_gemma":[0.00006722261,0.0001671908,0.004372537,0.05156057,0.001474649,0.00131512,0.003299799,0.0009941454,0.0007356217,0.4750329,0.4607656,0.0002145986],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003889372,0.9779873,0.004972216,0.01382547,0.001132867,0.00001959413,0.00002960534,0.00001717521,0.001626802],"genre_scores_gemma":[0.024307,0.9476805,0.01257285,0.01125639,0.003085359,0.0001338147,0.00007809588,0.00004464119,0.000841425],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9352239,"threshold_uncertainty_score":0.3425731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2228279278000135,"score_gpt":0.4087842921148908,"score_spread":0.1859563643148773,"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."}}