{"id":"W2090790925","doi":"10.3406/geo.2006.21454","title":"Le Canada et la nature: quelques réflexions","year":2006,"lang":"fr","type":"article","venue":"Annales de Géographie","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004440554,0.0002169716,0.0002585847,0.00008931783,0.001004436,0.0001189811,0.0002884003,0.0003749147,0.00005602222],"category_scores_gemma":[0.00009289554,0.0002474049,0.0002300002,0.001186365,0.002843716,0.0001975619,0.00005554025,0.0005395659,0.000012967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001833311,"about_ca_system_score_gemma":0.001866096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9848493,"about_ca_topic_score_gemma":0.9983863,"domain_scores_codex":[0.9978925,0.0004987765,0.0002358487,0.0002753343,0.0004221819,0.0006753776],"domain_scores_gemma":[0.9991037,0.0003425483,0.0001049653,0.0001470798,0.0001330639,0.0001686317],"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":[0.000002333601,0.00007946967,0.002744596,0.00001327836,0.00005876992,0.00004439959,0.0007233675,0.000007874582,0.00000328495,0.7032275,0.2911449,0.001950249],"study_design_scores_gemma":[0.0001056584,0.00001554303,0.03238741,0.00004101593,0.00003221196,0.000002620739,0.0009743344,0.000002018751,0.00001184313,0.1845203,0.7816774,0.0002296637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03156908,0.1950002,0.00003153424,0.07938695,0.001765541,0.0001402462,0.00006812019,0.0000935272,0.6919448],"genre_scores_gemma":[0.9526829,0.01379292,0.0002121661,0.006323035,0.001067529,0.00001843536,0.0000208295,0.00002177777,0.02586043],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9211138,"threshold_uncertainty_score":0.9999978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234134441609525,"score_gpt":0.2565145192437883,"score_spread":0.2441731748276931,"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."}}