{"id":"W2023182796","doi":"10.4000/vertigo.5253","title":"La transdisciplinarité considérée en général et en sciences de l’environnement","year":2008,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001461651,0.0002167453,0.0002971206,0.00005615868,0.002109495,0.00006398285,0.0003942489,0.0002769527,0.000538849],"category_scores_gemma":[0.0002649025,0.0002218748,0.0001882253,0.0004445543,0.005498318,0.0002695514,0.000113083,0.0003339683,0.0001561574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005218584,"about_ca_system_score_gemma":0.0005586193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004350992,"about_ca_topic_score_gemma":0.005173772,"domain_scores_codex":[0.9966744,0.001378014,0.0002689363,0.000366143,0.0005785813,0.0007339066],"domain_scores_gemma":[0.998754,0.0008046464,0.00008768734,0.0001162787,0.00002853698,0.0002088758],"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":[0.000007109938,0.0002434547,0.02280982,0.00002251964,0.00007305068,0.00009032927,0.265791,0.00006683778,0.0000531121,0.6914352,0.01717943,0.002228085],"study_design_scores_gemma":[0.0008393492,0.0003512327,0.1258642,0.0001282269,0.0001207244,0.00003225829,0.02747469,0.0002248329,0.0001320615,0.04037498,0.8038152,0.0006422075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7231151,0.03197683,0.0007699911,0.03260088,0.00151141,0.000276416,0.00002935114,0.00009289484,0.2096271],"genre_scores_gemma":[0.9740641,0.01058236,0.00235806,0.0007915262,0.000557575,0.00002334946,0.000001920136,0.00001462289,0.01160656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7866358,"threshold_uncertainty_score":0.9991896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04564552985265935,"score_gpt":0.3136766749731644,"score_spread":0.2680311451205051,"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."}}