{"id":"W1975507811","doi":"10.1007/s10666-005-9032-4","title":"Preface","year":2006,"lang":"en","type":"article","venue":"Environmental Modeling & Assessment","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Group for Research in Decision Analysis; HEC Montréal","funders":"","keywords":"Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.001241245,0.0008643661,0.0005860684,0.003025469,0.002427439,0.0025942,0.001196199,0.0008909247,0.520985],"category_scores_gemma":[0.008984953,0.0002689448,0.0005799292,0.001816657,0.0003990322,0.00197093,0.001809449,0.002203956,0.3646783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001722953,"about_ca_system_score_gemma":0.001944775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006639572,"about_ca_topic_score_gemma":0.009126469,"domain_scores_codex":[0.9994341,0.00007209527,0.00003275916,0.00009265439,0.0003175973,0.0000508115],"domain_scores_gemma":[0.9950091,0.0005523561,0.0001362876,0.0004558253,0.003250284,0.0005961667],"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":[0.0000190449,0.00001700441,0.00007518841,0.00004888019,0.000001147163,0.00002530529,0.00002650329,0.00004368512,0.00008955153,0.002194797,0.9638764,0.03358248],"study_design_scores_gemma":[0.00000374862,0.000009242521,0.0002910752,0.00006616021,0.000001528256,0.00002648369,0.00004506342,0.00003152015,0.00009344796,0.001951254,0.9974769,0.000003635405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001319302,0.006691303,0.009680242,0.02380603,0.1923607,0.000916951,0.01639185,0.001898378,0.7469352],"genre_scores_gemma":[0.003093317,0.002198829,0.002250429,0.003286992,0.01283251,0.0002406665,0.007231683,0.0005943939,0.9682712],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.520985,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008921483615296736,"score_gpt":0.2436622037834056,"score_spread":0.2347407201681088,"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."}}