{"id":"W2549832643","doi":"10.1002/ieam.1861","title":"Integrating causation in investigative ecological weight of evidence assessments","year":2016,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas College","funders":"","keywords":"Causation; Ecology; Environmental science; Environmental health; Biology; Medicine; Political science","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":[0.3844424,0.004179199,0.006023319,0.04467157,0.002696996,0.01633963,0.007058229,0.0080445,0.006848845],"category_scores_gemma":[0.6710279,0.002870562,0.009836588,0.01531583,0.007315769,0.01525874,0.01795573,0.009085866,0.0006387506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01029362,"about_ca_system_score_gemma":0.01269109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00272005,"about_ca_topic_score_gemma":0.003283837,"domain_scores_codex":[0.5221305,0.3739807,0.04702229,0.01150602,0.04358156,0.001778946],"domain_scores_gemma":[0.2347454,0.6556153,0.04490086,0.02691463,0.03552398,0.002299821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008818614,0.0003442187,0.01380692,0.03783151,0.01623076,0.0007406418,0.002392311,0.05232796,0.0008796905,0.3743607,0.007899469,0.492304],"study_design_scores_gemma":[0.0004542978,0.0004199388,0.002718214,0.01872974,0.005122608,0.0003837069,0.0005990894,0.06898072,0.001648239,0.8730974,0.02756145,0.0002845386],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009769233,0.0244159,0.9261727,0.01418772,0.000986569,0.006906841,0.001664914,0.0003905465,0.01550564],"genre_scores_gemma":[0.2196341,0.008302883,0.7589632,0.002649593,0.0007524824,0.00816365,0.0007082492,0.00008445764,0.0007414051],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3844424,"threshold_uncertainty_score":0.7590921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04638937130761327,"score_gpt":0.3223310910995724,"score_spread":0.2759417197919591,"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."}}