{"id":"W3023169256","doi":"10.1016/j.ecolecon.2009.06.022","title":"","year":2009,"lang":"en","type":"article","venue":"Ecological Economics","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009522732,0.0003962833,0.0006720945,0.0001379966,0.0003125356,0.0001781091,0.0007914566,0.0003298045,0.0004685593],"category_scores_gemma":[0.0005611941,0.0003644166,0.0002754311,0.0002119788,0.0001932784,0.00072755,0.0001199146,0.000386304,0.003260269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007183685,"about_ca_system_score_gemma":0.00006756481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004737736,"about_ca_topic_score_gemma":0.0001290165,"domain_scores_codex":[0.9968901,0.0001335212,0.0008513148,0.000904704,0.00006541056,0.001154917],"domain_scores_gemma":[0.9981504,0.000345577,0.0003067733,0.0006249386,0.00005231708,0.0005199986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001687228,0.006890326,0.1467039,0.000004325773,0.0001381419,0.0002358034,0.0005210865,0.1103883,0.01140329,0.6710825,0.004456017,0.04648909],"study_design_scores_gemma":[0.001605631,0.001452891,0.8589183,0.000001227938,0.00001351071,0.00004812217,0.00007360925,0.005086971,0.0007899741,0.1265515,0.004947025,0.0005112069],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827288,0.00002055464,0.00004502614,0.006094965,0.0001831464,0.0004673579,0.00002898561,0.0008417492,0.009589459],"genre_scores_gemma":[0.9831037,0.00003404205,0.003769683,0.01270138,0.0002449813,0.00003241189,0.00002313757,0.00003184543,0.00005882377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7122144,"threshold_uncertainty_score":0.9998808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02165735177075505,"score_gpt":0.2329146268214778,"score_spread":0.2112572750507228,"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."}}