{"id":"W4399035246","doi":"","title":"Géomatique et Changements climatiques Travail final Îlots de chaleur urbain et changements climatique Par : Présenté à : Hardy Granberg","year":2014,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Science and Climate Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Political science; Environmental 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02317831,0.001216904,0.001152895,0.0003058102,0.001283347,0.0009069085,0.003043702,0.0006621997,0.002769417],"category_scores_gemma":[0.001681346,0.001280832,0.0005399345,0.0008057218,0.001447816,0.0008547704,0.004319815,0.001371182,0.001393422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007841305,"about_ca_system_score_gemma":0.0002805706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00621503,"about_ca_topic_score_gemma":0.02180929,"domain_scores_codex":[0.9765838,0.01619383,0.0015348,0.002200876,0.00163245,0.001854291],"domain_scores_gemma":[0.9925683,0.001598098,0.001529019,0.002891019,0.000740563,0.0006729732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002034041,0.00949598,0.2102454,0.003434899,0.001119855,0.0001159974,0.3340046,0.001517804,0.02229076,0.211943,0.05114215,0.1544862],"study_design_scores_gemma":[0.003209327,0.00002866925,0.7687072,0.009954193,0.0004576735,0.00008393969,0.003389546,0.04822618,0.03004686,0.01745613,0.1148996,0.003540724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6241127,0.002865971,0.08337153,0.09946632,0.001313109,0.003577789,0.0006299178,0.0007038895,0.1839587],"genre_scores_gemma":[0.8653525,0.02351871,0.06926524,0.004704305,0.0001451106,0.001381736,0.001111544,0.0002399242,0.03428092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5584618,"threshold_uncertainty_score":0.9993841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283421236594711,"score_gpt":0.2711352490294522,"score_spread":0.2427931253699811,"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."}}