{"id":"W4211125431","doi":"10.11647/obp.0213","title":"Right Research","year":2021,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Conversation; Sustainability; Politics; Public relations; Accountability; Sociology; Political science; Engineering ethics; Environmental ethics; Engineering; Law; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003350688,0.0006584844,0.0005023688,0.001664182,0.003753421,0.009769063,0.001398516,0.003199677,0.1255278],"category_scores_gemma":[0.007651509,0.0003872998,0.0006718289,0.001841145,0.006618571,0.009815418,0.004413416,0.004204458,0.05106111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004262509,"about_ca_system_score_gemma":0.005004556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002206487,"about_ca_topic_score_gemma":0.004412123,"domain_scores_codex":[0.9962679,0.001046049,0.0001615832,0.0006455535,0.00163159,0.0002473667],"domain_scores_gemma":[0.9963318,0.001405664,0.0001211153,0.0008564896,0.0009552235,0.0003297514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001344357,0.00001826354,0.00008610627,0.0001814259,0.000003331882,0.00007176323,0.001627435,0.00006686721,0.0001354033,0.5996501,0.3296338,0.06851207],"study_design_scores_gemma":[0.000001767551,0.000003227663,0.00004515165,0.0001229967,9.949903e-7,0.00006524272,0.0002803948,0.00002201691,0.00004658105,0.02620065,0.9732085,0.000002450964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0002746889,0.005418451,0.002813125,0.009411821,0.00334916,0.00005636915,0.00009068237,0.0001163223,0.9784694],"genre_scores_gemma":[0.009594737,0.005345202,0.002542679,0.005203807,0.001225271,0.00007743792,0.0001987046,0.0002227841,0.9755895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1255278,"threshold_uncertainty_score":0.4199324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7972658521245207,"score_gpt":0.5813829935051098,"score_spread":0.2158828586194109,"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."}}