{"id":"W4413520243","doi":"10.64628/aak.vpfgmgxtt","title":"Comment les activités spatiales peuvent-elles évoluer vers plus de durabilité ?","year":2023,"lang":"fr","type":"article","venue":"","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Baptist Seminary and Bible College","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005516693,0.0005310412,0.0005090192,0.001198225,0.003310185,0.009510449,0.00148327,0.003440954,0.01864648],"category_scores_gemma":[0.0201611,0.0003581997,0.0005192202,0.00168281,0.005962298,0.007786893,0.002305238,0.002850779,0.003698192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005573008,"about_ca_system_score_gemma":0.004512814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05087909,"about_ca_topic_score_gemma":0.04770726,"domain_scores_codex":[0.9953097,0.00157231,0.0001703603,0.0006976842,0.001080878,0.001169082],"domain_scores_gemma":[0.9882615,0.005163116,0.001342743,0.001045328,0.002682015,0.001505122],"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":[0.0004229188,0.0002381127,0.05352309,0.0005591005,0.0001552519,0.0007893048,0.04917878,0.002504463,0.003767289,0.7492256,0.02654824,0.1130879],"study_design_scores_gemma":[0.00009968166,0.0002196568,0.164172,0.0006687799,0.0001218342,0.0009655316,0.09128671,0.001984582,0.002660718,0.1354032,0.6022842,0.0001330989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.3610243,0.007051481,0.01111562,0.1540204,0.001331772,0.00006478555,0.001005293,0.0002769116,0.4641094],"genre_scores_gemma":[0.9498293,0.001552148,0.001527162,0.002135687,0.0004460609,0.00006334084,0.0002113684,0.0001680945,0.04406692],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05087909,"threshold_uncertainty_score":0.1011659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1162071108580565,"score_gpt":0.3181685958438513,"score_spread":0.2019614849857947,"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."}}