{"id":"W1012990278","doi":"10.4000/books.pur.89133","title":"Des savants pour protéger la nature","year":2015,"lang":"fr","type":"book","venue":"Presses universitaires de Rennes eBooks","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.002588086,0.0004869588,0.0002724817,0.0008470159,0.007192177,0.00577213,0.0005526867,0.003090625,0.01457311],"category_scores_gemma":[0.004259794,0.0002747479,0.0004029739,0.0007070784,0.005701731,0.003156206,0.004805315,0.003938889,0.00376386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001744138,"about_ca_system_score_gemma":0.004710067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009710233,"about_ca_topic_score_gemma":0.02276989,"domain_scores_codex":[0.996963,0.001285831,0.00008468064,0.0003980569,0.0007778254,0.0004905889],"domain_scores_gemma":[0.9969454,0.0005389054,0.0003826912,0.0003888783,0.0008837396,0.0008603172],"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":[0.0001570402,0.0002294128,0.03066903,0.0006545979,0.00009635057,0.001344325,0.2026182,0.0002679405,0.01255136,0.5537319,0.05359814,0.1440818],"study_design_scores_gemma":[0.000009650541,0.00009686893,0.01139215,0.0002427823,0.00001582513,0.0005441828,0.02949135,0.0001459619,0.0008369796,0.02217223,0.9350207,0.00003125305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2332595,0.008914921,0.01340785,0.06986377,0.002222757,0.0001382867,0.0001678793,0.0001679879,0.671857],"genre_scores_gemma":[0.7603471,0.003889937,0.005210322,0.008643562,0.0004858595,0.0001502849,0.0001596973,0.0001251353,0.2209881],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01457311,"threshold_uncertainty_score":0.04875189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03160246073291871,"score_gpt":0.2502785440294034,"score_spread":0.2186760832964846,"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."}}