{"id":"W4229970631","doi":"10.4324/9781315768892-1","title":"Introduction","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001278037,0.0008555363,0.0006994109,0.001836559,0.001722351,0.006272006,0.001599039,0.002434775,0.2448343],"category_scores_gemma":[0.006446053,0.0003234192,0.0005246808,0.002316211,0.002175133,0.004967263,0.002626594,0.003128885,0.1275606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002764132,"about_ca_system_score_gemma":0.002964621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003371405,"about_ca_topic_score_gemma":0.003677913,"domain_scores_codex":[0.998288,0.0003055119,0.00008078924,0.000421686,0.0007933687,0.0001105942],"domain_scores_gemma":[0.9978721,0.0008047947,0.0001036741,0.0002441854,0.0008011755,0.0001740268],"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":[0.0000172536,0.00001973289,0.0002818741,0.000286369,0.000005744186,0.00007554628,0.0008712484,0.0002218733,0.000134997,0.214879,0.6611257,0.1220805],"study_design_scores_gemma":[0.00000111142,0.000004924133,0.0001345851,0.000170216,9.797232e-7,0.00006176208,0.0001147407,0.00003331116,0.00002752416,0.01663878,0.9828088,0.00000325925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006422828,0.01681042,0.00843998,0.01319474,0.0082532,0.0001483792,0.002672042,0.0006456332,0.9491933],"genre_scores_gemma":[0.009397575,0.01482028,0.00454558,0.006428508,0.004044149,0.0001834153,0.002681863,0.000508385,0.9573902],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7551657,"threshold_uncertainty_score":0.8190523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6909752692758927,"score_gpt":0.4749212401700035,"score_spread":0.2160540291058892,"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."}}