{"id":"W3111078215","doi":"10.4000/books.psorbonne.42471","title":"Chapitre 11. Le club des hauteurs : savoirs, réseaux et stations d’altitude coloniaux","year":2012,"lang":"fr","type":"book-chapter","venue":"Éditions de la Sorbonne eBooks","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","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","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0003997195,0.0007303178,0.0008359277,0.0002080579,0.01552589,0.0004148416,0.0003606781,0.0005023399,0.005615103],"category_scores_gemma":[0.00007250273,0.000682054,0.0009089001,0.00003832915,0.004695421,0.00026388,0.0001969328,0.0009210594,0.000554194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002045235,"about_ca_system_score_gemma":0.0002432345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009914098,"about_ca_topic_score_gemma":0.04238315,"domain_scores_codex":[0.9971207,0.0002919219,0.0007317267,0.0005582982,0.0004298488,0.0008674486],"domain_scores_gemma":[0.9976594,0.000658243,0.000390979,0.0004122345,0.0004412878,0.0004378068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008734567,0.0002167188,0.00006824814,0.000109712,0.0006466555,0.00003778313,0.04496188,0.00004001584,0.00001308061,0.9388151,0.01326318,0.001818871],"study_design_scores_gemma":[0.0003613508,0.00009677113,0.0003830894,0.0001769195,0.0009173613,0.00001841123,0.003612845,0.00002828786,0.000003375104,0.2471955,0.7465004,0.0007056035],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01939022,0.006761222,0.0006813869,0.06303069,0.0009952203,0.0007668654,0.002910645,0.0003798713,0.9050839],"genre_scores_gemma":[0.3906779,0.005955191,0.0015169,0.001188632,0.002255041,0.0002924925,0.0006565262,0.0001681418,0.5972891],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7332373,"threshold_uncertainty_score":0.999563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03130760304717184,"score_gpt":0.2471129939966038,"score_spread":0.215805390949432,"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."}}