{"id":"W4241625772","doi":"10.1007/978-3-642-20617-7_100234","title":"Installation","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Physics and Engineering Research Articles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.00002189244,0.00008623522,0.00007723913,0.00003894071,0.000008487585,0.00001530826,0.00004594386,0.00005370441,0.0002827285],"category_scores_gemma":[0.000001449239,0.00008418348,0.00003134475,0.000005509164,0.000007400557,0.00001926502,0.00001164343,0.00009863579,0.0005619434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002362077,"about_ca_system_score_gemma":0.000002827047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.693852e-7,"about_ca_topic_score_gemma":0.000001981259,"domain_scores_codex":[0.9997066,3.70241e-7,0.00006176963,0.00005349898,0.00008652965,0.00009123758],"domain_scores_gemma":[0.9998193,0.00001039519,0.000003833031,0.0001117437,0.00001074656,0.0000439192],"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":[6.11872e-7,8.213497e-7,7.037295e-7,0.00009222996,0.00005145734,0.000002089262,0.00001158132,0.03770581,0.001340373,0.7435135,0.01634537,0.2009354],"study_design_scores_gemma":[0.00005912159,0.00001225349,0.00001801361,0.00004066021,0.000004979049,7.354368e-7,2.537303e-7,0.1403198,0.000308701,0.1578995,0.7011047,0.0002312521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0002477711,0.00007463287,0.007672802,0.000008351371,0.00006845536,0.00003242862,0.000002189158,0.0003157454,0.9915776],"genre_scores_gemma":[0.7104915,0.0001354521,0.0002874171,0.0000117928,0.000232048,0.000002567404,0.0000186725,0.00008058693,0.2887399],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7102438,"threshold_uncertainty_score":0.7222833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116226575632005,"score_gpt":0.1863256646363178,"score_spread":0.1751633988799977,"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."}}