{"id":"W7100159321","doi":"","title":"Halifax, Nova Scotia Paulina Arroyo (student) HEC Montreal","year":2008,"lang":"en","type":"article","venue":"","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Sustainability; Adaptation (eye); Management accounting; Watson","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001116816,0.0002307649,0.0001737273,0.00004184126,0.000211563,0.0000224241,0.0003361192,0.00007799296,0.02007216],"category_scores_gemma":[0.00001218766,0.0002032287,0.00007510397,0.0002436275,0.00031192,0.0002822296,0.0003975897,0.0001162022,0.01442656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000379325,"about_ca_system_score_gemma":0.00001383523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01747903,"about_ca_topic_score_gemma":0.002767563,"domain_scores_codex":[0.9982903,0.000025796,0.0002502162,0.0004046303,0.0004670449,0.000562017],"domain_scores_gemma":[0.9994133,0.00002117963,0.00005233726,0.0002999825,0.00000269237,0.0002105518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002291171,0.0002708561,0.8806376,0.00000480909,0.00002367101,0.0002614899,0.001963468,0.0004358992,0.0009276475,0.00005265364,0.1099862,0.005412785],"study_design_scores_gemma":[0.0005281764,0.0000447971,0.9794149,0.000002659644,0.000007532683,0.00007069264,0.0005825811,0.00008016422,0.001095862,0.0001663933,0.01767931,0.0003269489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7212563,0.00001862681,0.00006928068,0.000331612,0.0001011183,0.000159552,0.000001862226,0.00007484477,0.2779869],"genre_scores_gemma":[0.955198,0.00004672731,0.001052972,0.001126367,0.00007090133,0.000007100443,0.00001706993,0.00002389669,0.04245693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2355299,"threshold_uncertainty_score":0.9890637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115014526882732,"score_gpt":0.2232888426072493,"score_spread":0.212138697338422,"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."}}