{"id":"W1996992941","doi":"10.7202/022296ar","title":"The Regional Development of Borderlands : an Explorative Study in the Franco-Italian Alps","year":2005,"lang":"en","type":"article","venue":"Cahiers de géographie du Québec","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Regional science; Regional development; Economic geography; Subject (documents); Geography; Local Development; Point (geometry); Political science; Library science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002542972,0.0003174794,0.0004599532,0.001402126,0.003637244,0.002075092,0.0005967103,0.0008032285,0.001389388],"category_scores_gemma":[0.002586734,0.0002418959,0.0003711772,0.002296392,0.003311647,0.001407334,0.001769114,0.0006604487,0.0001111455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004582813,"about_ca_system_score_gemma":0.001722386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1216739,"about_ca_topic_score_gemma":0.2556752,"domain_scores_codex":[0.9985244,0.0009491069,0.00002890658,0.0001215727,0.00006252836,0.0003135107],"domain_scores_gemma":[0.9983305,0.001034532,0.0003157516,0.00008811797,0.00008101049,0.0001500657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000367135,0.0008999233,0.1814113,0.000306655,0.00006119527,0.004836162,0.7821549,0.0009625752,0.002856214,0.005605986,0.0008297316,0.01970824],"study_design_scores_gemma":[0.00002844268,0.0003159321,0.2682596,0.00009540975,0.00002761895,0.0004129714,0.7224381,0.0004962046,0.0002919552,0.0003261016,0.00728416,0.00002343121],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984263,0.00008951064,0.00006037406,0.00005622841,9.974924e-7,0.00001688346,0.00002072465,8.328529e-7,0.001328286],"genre_scores_gemma":[0.9991058,0.0001462876,0.0001778822,0.00002414084,0.000002165742,0.00002168947,0.00002835806,0.00000142533,0.0004921983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1216739,"threshold_uncertainty_score":0.2419313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0213865378672272,"score_gpt":0.3086541089289059,"score_spread":0.2872675710616787,"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."}}