{"id":"W1511351374","doi":"10.1522/18187388","title":"fragilite de l'espace rural quebecois :","year":2003,"lang":"ca","type":"book","venue":"","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003943742,0.000296669,0.0002496809,0.001441182,0.004883211,0.002666119,0.000834225,0.0004992556,0.01212507],"category_scores_gemma":[0.001232101,0.0001505585,0.0001664008,0.003191236,0.002919713,0.0007979209,0.001484788,0.0004834169,0.0004127981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01665598,"about_ca_system_score_gemma":0.008595191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9635714,"about_ca_topic_score_gemma":0.9858716,"domain_scores_codex":[0.9995949,0.00006153568,0.000008117224,0.00006334951,0.0001054088,0.0001667189],"domain_scores_gemma":[0.9991207,0.0001452329,0.0001716289,0.00004322209,0.0003560499,0.0001632632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000253848,0.00009056255,0.7161452,0.0004199297,0.0001141588,0.002309335,0.1401029,0.002005811,0.004247424,0.01478316,0.009068579,0.1104592],"study_design_scores_gemma":[0.000006091722,0.00006151471,0.8571873,0.0001749007,0.00002936846,0.0002675854,0.1135837,0.0007971128,0.0003253877,0.0008883561,0.02664677,0.00003189026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9800994,0.0007652047,0.0003315568,0.001083566,0.000009123753,0.00002527116,0.0005896977,0.00001121537,0.01708494],"genre_scores_gemma":[0.9928034,0.0004656635,0.000143089,0.00008287037,0.000003579697,0.00001263651,0.0001619471,0.000003637072,0.006323247],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03642857,"threshold_uncertainty_score":0.1208482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019041523146878,"score_gpt":0.251059444859416,"score_spread":0.232017921712538,"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."}}