{"id":"W4206869356","doi":"","title":"La \"wilderness astronomy\" : une nouvelle forme de découverte de la naturalité des espaces naturels protégés","year":2013,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Historical and Architectural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Humanities; Geography; Art","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":[0.0007341096,0.000232041,0.0001636391,0.001011055,0.002857318,0.003044322,0.0006791299,0.0005887061,0.009560939],"category_scores_gemma":[0.001276384,0.0001913682,0.0001774072,0.001445044,0.004136645,0.001635028,0.002996102,0.001123571,0.0007192848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002113822,"about_ca_system_score_gemma":0.002838436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04947867,"about_ca_topic_score_gemma":0.1556553,"domain_scores_codex":[0.9994482,0.00007195309,0.00002354287,0.0001730126,0.0001754098,0.0001078691],"domain_scores_gemma":[0.9987601,0.0002479342,0.0004251149,0.000142449,0.0002237008,0.000200669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001886865,0.0001147984,0.272352,0.0008313567,0.00007652038,0.002053503,0.1476189,0.0004886795,0.01553771,0.1269518,0.03105012,0.4027361],"study_design_scores_gemma":[0.000005631131,0.0000855629,0.3581543,0.0002610913,0.00001070943,0.0007852297,0.02149195,0.0002178584,0.001015887,0.002264259,0.6156722,0.00003533683],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7874118,0.004197359,0.005419998,0.004850485,0.0002984011,0.00008486607,0.0009966635,0.0001763901,0.196564],"genre_scores_gemma":[0.8932575,0.002223705,0.002505041,0.001086488,0.0001708186,0.00007123836,0.0005610686,0.00004949623,0.1000747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9971427,"threshold_uncertainty_score":0.09838134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124926076867973,"score_gpt":0.2136593097387142,"score_spread":0.2024100489700345,"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."}}