{"id":"W4240409235","doi":"10.1093/jicru_ndp017","title":"1. Introduction","year":2009,"lang":"en","type":"article","venue":"Journal of the ICRU","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","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":["insufficient_payload"],"category_scores_codex":[0.001658184,0.0008036087,0.0006060613,0.002374234,0.00269237,0.007788451,0.00193658,0.002864019,0.4121664],"category_scores_gemma":[0.005704641,0.0003221403,0.0006085479,0.002960021,0.001672988,0.004529247,0.003558936,0.002884578,0.2555551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002433113,"about_ca_system_score_gemma":0.002926918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005785184,"about_ca_topic_score_gemma":0.005451268,"domain_scores_codex":[0.9984336,0.0002146075,0.00007731433,0.0003922827,0.0006959345,0.0001862038],"domain_scores_gemma":[0.9973776,0.0006645259,0.0001937932,0.0003502805,0.0010086,0.0004052231],"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":[0.0000534029,0.00004701634,0.0007058476,0.0005683164,0.000005044095,0.0001077029,0.001094565,0.0001625588,0.0003272315,0.1287238,0.707361,0.1608434],"study_design_scores_gemma":[0.000001075508,0.000006868102,0.0002726009,0.0001906439,8.936409e-7,0.00004429598,0.0001532906,0.00001339685,0.00003610319,0.003491255,0.9957857,0.000003916552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001849801,0.01810282,0.005166525,0.02419997,0.01145716,0.0001822064,0.006231282,0.000866777,0.9319435],"genre_scores_gemma":[0.01448669,0.01540612,0.003575287,0.008525487,0.006394265,0.0002024611,0.004891361,0.0005133437,0.9460049],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5878336,"threshold_uncertainty_score":0.8384733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006015685714644443,"score_gpt":0.1729215649191551,"score_spread":0.1669058792045106,"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."}}