{"id":"W4238115324","doi":"10.1190/tle25060782.1","title":"Reviews","year":2006,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Climate Change and Sustainable Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba","funders":"","keywords":"Download; Citation; Library science; Political science; Media studies; Sociology; World Wide Web; 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":[0.0007890573,0.001388113,0.001585037,0.003996433,0.0006138164,0.003958315,0.002074391,0.001912486,0.2409554],"category_scores_gemma":[0.003730628,0.0005623239,0.0007508933,0.00477724,0.0005464231,0.002842281,0.001860085,0.001964851,0.228458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001351703,"about_ca_system_score_gemma":0.003318599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003042391,"about_ca_topic_score_gemma":0.006018967,"domain_scores_codex":[0.9989938,0.0001276814,0.00009303159,0.0001642046,0.0005234103,0.00009789223],"domain_scores_gemma":[0.9984206,0.0003474877,0.000164607,0.0001258241,0.0007244434,0.0002170282],"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":[0.00001556867,0.00001172442,0.00002235183,0.001577971,0.00001028801,0.00003391002,0.00003006815,0.000037717,0.0001707291,0.001244965,0.8720156,0.1248291],"study_design_scores_gemma":[0.000002084734,0.00000298143,0.00004833353,0.0004950368,0.000003326564,0.00005204058,0.00001108934,0.000002731976,0.00001549755,0.0002622797,0.9991027,0.000001797854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0001546743,0.7750143,0.0006778098,0.01027681,0.02854647,0.00008350942,0.002093432,0.0004740882,0.1826788],"genre_scores_gemma":[0.001338743,0.6921834,0.001086034,0.01016705,0.01241187,0.0001049549,0.003492248,0.0002819402,0.2789337],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7590446,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02629204631299214,"score_gpt":0.2477038437442577,"score_spread":0.2214117974312656,"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."}}