{"id":"W4249331068","doi":"10.1017/9781108783453.014","title":"Notes","year":2020,"lang":"en","type":"other","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001094406,0.0006885313,0.0006122345,0.001331446,0.002845605,0.004213447,0.001488506,0.002726114,0.720431],"category_scores_gemma":[0.008984028,0.0002500122,0.0006641244,0.00165532,0.0005874733,0.001901166,0.001831893,0.003413728,0.5009822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003424699,"about_ca_system_score_gemma":0.005022949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0494776,"about_ca_topic_score_gemma":0.07966847,"domain_scores_codex":[0.9990655,0.00007970911,0.00004090626,0.0001401486,0.0004787804,0.0001950877],"domain_scores_gemma":[0.9970356,0.0006310331,0.0001398045,0.0002445496,0.001405582,0.0005434894],"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":[0.000009103678,0.0000108914,0.0001016527,0.00002516477,9.582861e-7,0.00001845957,0.00002978276,0.00001811605,0.00003357142,0.007766469,0.9801409,0.01184503],"study_design_scores_gemma":[0.000006396712,0.000003047174,0.0005114899,0.00005136769,0.000001883336,0.00001980933,0.0001051034,0.00003187908,0.0000659366,0.001383875,0.9978147,0.000004458489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004269839,0.000505888,0.0005285665,0.0184446,0.009548134,0.0001326055,0.01282,0.000426584,0.9571666],"genre_scores_gemma":[0.001867527,0.0001849252,0.0002102168,0.003677117,0.0004209096,0.00007597867,0.001626466,0.00008788281,0.9918489],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.279569,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6985100913229069,"score_gpt":0.5109965160884961,"score_spread":0.1875135752344108,"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."}}