{"id":"W3127355176","doi":"10.1002/etc.5003","title":"The Press Sells Newspapers, We Should Not Sell Ecotoxicology","year":2021,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Disappointment; Newspaper; Interpretation (philosophy); Social psychology; Phenomenon; Psychology; Empirical evidence; Positive economics; Epistemology; Sociology; Economics; Media studies; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003727681,0.0009505321,0.0008783818,0.002530399,0.005069752,0.01917365,0.001149337,0.008024449,0.09987977],"category_scores_gemma":[0.02700145,0.0007079388,0.000525751,0.003047554,0.007058941,0.0204113,0.003420413,0.008182502,0.07580075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003153326,"about_ca_system_score_gemma":0.002885147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006462372,"about_ca_topic_score_gemma":0.007603718,"domain_scores_codex":[0.9947273,0.001123994,0.0003086175,0.000612909,0.002845726,0.0003814819],"domain_scores_gemma":[0.980063,0.005622354,0.002520002,0.002797055,0.006626266,0.002371346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001190609,0.00008695564,0.001994714,0.000532052,0.00005326138,0.0004576296,0.002055326,0.00005517531,0.001438455,0.06927232,0.8476104,0.07632469],"study_design_scores_gemma":[0.000009725107,0.0000214913,0.0006956776,0.0002318846,0.00001284798,0.0001735507,0.0009927601,0.00002693244,0.0004551097,0.005852446,0.991509,0.00001862334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.008555273,0.01948273,0.002045569,0.4562847,0.04992579,0.00009386778,0.002254017,0.001168243,0.4601898],"genre_scores_gemma":[0.1060845,0.02208242,0.003961703,0.2517883,0.02456278,0.0001189338,0.002070321,0.00210237,0.5872287],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.09987977,"threshold_uncertainty_score":0.3341311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2308584227276436,"score_gpt":0.375707013338746,"score_spread":0.1448485906111024,"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."}}