{"id":"W3042969533","doi":"10.1002/etc.4826","title":"Context and Perspective in Ecotoxicology","year":2020,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Context (archaeology); Library science; Citation; Perspective (graphical); Sociology; History; Archaeology; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.02294975,0.001273287,0.001353622,0.003956089,0.01090396,0.0206582,0.002920957,0.01177148,0.005878245],"category_scores_gemma":[0.01938293,0.0005334208,0.0006721465,0.004334751,0.09892653,0.02302217,0.01126745,0.0191367,0.00124694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0134302,"about_ca_system_score_gemma":0.008037684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004878771,"about_ca_topic_score_gemma":0.003847799,"domain_scores_codex":[0.9687867,0.02525087,0.0007481552,0.002127559,0.002160301,0.0009263681],"domain_scores_gemma":[0.9632743,0.02979583,0.001532019,0.001392403,0.002228889,0.001776647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000182455,0.00001942936,0.0002455032,0.0003859918,0.000008570301,0.0003125448,0.03745779,0.0001122513,0.0001427447,0.9414725,0.0121949,0.007629661],"study_design_scores_gemma":[0.00001133894,0.00003404225,0.0002472048,0.001520943,0.000008282324,0.0003593595,0.03700637,0.00009185063,0.0001074261,0.4489121,0.5116795,0.00002155265],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009153046,0.1820205,0.01604134,0.5579192,0.01418758,0.00007532608,0.0001191541,0.00005668196,0.2204272],"genre_scores_gemma":[0.5880634,0.1429514,0.01045702,0.2112075,0.02301442,0.0003609811,0.0001526217,0.0002470247,0.02354574],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02294975,"threshold_uncertainty_score":0.1213713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006258764620445148,"score_gpt":0.1987384343868802,"score_spread":0.192479669766435,"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."}}