{"id":"W4400166698","doi":"","title":"LES TECHNOLOGIES SAUVERONT-ELLES LA PLANÈTE ?","year":2019,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Plan (archaeology); Geography; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003617359,0.00118278,0.0009890033,0.00169578,0.004234735,0.02129918,0.001585955,0.00731355,0.02711228],"category_scores_gemma":[0.005027646,0.0005711292,0.0009974687,0.002798966,0.007852459,0.03194884,0.003986882,0.007497171,0.009781834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006699505,"about_ca_system_score_gemma":0.008113856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00583146,"about_ca_topic_score_gemma":0.007971835,"domain_scores_codex":[0.9966875,0.001032841,0.0001685549,0.0006826162,0.0007960305,0.0006323936],"domain_scores_gemma":[0.9980567,0.0006968913,0.0001446737,0.0002221701,0.0006633084,0.0002161997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006729351,0.00008162745,0.001516006,0.001335672,0.00004615088,0.000223155,0.003261746,0.0007470452,0.002118556,0.7151781,0.1025621,0.1728626],"study_design_scores_gemma":[0.000003079658,0.00002813614,0.0002908732,0.0003787524,0.000007875694,0.00007374442,0.003039447,0.00008077911,0.0004407701,0.03431307,0.9613265,0.00001703177],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00898382,0.1670322,0.0167352,0.2903171,0.02171613,0.0001345209,0.0005938399,0.0004515898,0.4940355],"genre_scores_gemma":[0.1678349,0.310732,0.01728572,0.05268755,0.008093555,0.0004295914,0.0007963515,0.0005759015,0.4415644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9957653,"threshold_uncertainty_score":0.09069961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02303995072605611,"score_gpt":0.2361581856579827,"score_spread":0.2131182349319266,"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."}}