{"id":"W7015399749","doi":"","title":"Slow science appliquée à Montréal","year":2021,"lang":"fr","type":"book-chapter","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Earth Systems and Cosmic Evolution","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Focus (optics); Reflection (computer programming); Work (physics)","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":[0.001127266,0.001340995,0.0005606539,0.002023263,0.003770476,0.004634623,0.001325132,0.001289651,0.1093865],"category_scores_gemma":[0.002443243,0.0006279393,0.0007561517,0.001997231,0.002699417,0.003341409,0.002471749,0.002755994,0.01390422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01707766,"about_ca_system_score_gemma":0.008051109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3971146,"about_ca_topic_score_gemma":0.4765697,"domain_scores_codex":[0.9992686,0.00008449898,0.00001956641,0.0001736327,0.0003351785,0.0001185029],"domain_scores_gemma":[0.9992425,0.0001214675,0.00002937232,0.000132624,0.0003721649,0.0001018645],"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":[0.00003960371,0.00001317908,0.0002867595,0.0001311063,0.00001260176,0.00008726659,0.000418149,0.0008728494,0.001253989,0.7283364,0.1924127,0.0761354],"study_design_scores_gemma":[0.0000101257,0.00001254104,0.0005008906,0.00004050135,0.000007583216,0.00003824179,0.00007664842,0.0007647982,0.0005205187,0.03722196,0.9607873,0.00001899408],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002750351,0.00744196,0.01139928,0.008103305,0.00224413,0.00006558562,0.0003328636,0.0005746435,0.9670879],"genre_scores_gemma":[0.03455418,0.005333096,0.004480155,0.0007085977,0.0006384466,0.00006897394,0.0001749282,0.0004357165,0.9536059],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9962295,"threshold_uncertainty_score":0.7896063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489918883491735,"score_gpt":0.1896428101065637,"score_spread":0.1747436212716464,"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."}}