{"id":"W4392444286","doi":"","title":"The emerging paths of adaptation to climate change in the French and Quebec water management : visibilities and spaces of a public policy production","year":2014,"lang":"fr","type":"preprint","venue":"theses.fr (ABES)","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Climate change adaptation; Climate change; Production (economics); Geography; Environmental planning; Political science; Regional science; Environmental resource management; Environmental science; Economics; Psychology; Geology; Oceanography","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":[],"consensus_categories":[],"category_scores_codex":[0.003721087,0.0002556884,0.0004297949,0.0001733691,0.0006548014,0.0001705143,0.0003698039,0.000124457,0.00001528007],"category_scores_gemma":[0.0003427552,0.0001490402,0.00008032343,0.0003765842,0.00122973,0.0002082076,0.0005569646,0.0001958181,0.000003943641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001895849,"about_ca_system_score_gemma":0.00004289652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4851155,"about_ca_topic_score_gemma":0.4189407,"domain_scores_codex":[0.9971058,0.0009151151,0.0004838879,0.000416962,0.0005404585,0.0005378188],"domain_scores_gemma":[0.9988606,0.0003089308,0.0002714642,0.0003347001,0.0001614646,0.000062813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007510526,0.00005112083,0.002521934,0.0003270346,0.000059852,4.13718e-7,0.5209677,0.00001988158,0.00001250386,0.3806692,0.00003074242,0.09533212],"study_design_scores_gemma":[0.000336716,0.0001934275,0.1749125,0.0008348895,0.000157798,9.588812e-7,0.6727084,0.0003029258,0.0001177064,0.06991562,0.08001717,0.0005019361],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9344357,0.007659159,0.00003396644,0.0328965,0.0007034666,0.001706808,0.00001979495,0.00002128072,0.02252335],"genre_scores_gemma":[0.9839267,0.0144702,0.00009263602,0.00009126298,0.0005875273,0.0002695484,0.000004176752,0.0000131934,0.000544716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3107536,"threshold_uncertainty_score":0.6077682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0653784608189646,"score_gpt":0.2941177393683689,"score_spread":0.2287392785494043,"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."}}