{"id":"W7095502210","doi":"","title":"Observatoire du Mont M&amp;apos;egantic et D&amp;apos;epartement de physique, Universit&amp;apos;e de Montr&amp;apos;eal, C.P. 6128, Succ. Centre-ville, Montr&amp;apos;eal, QC, Canada H3C 3J7 Courrier:","year":2001,"lang":"en","type":"article","venue":"","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Medium term; Reflectivity","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001496128,0.003162956,0.00278217,0.0007498063,0.001837403,0.0008813215,0.002628751,0.001485461,0.00365512],"category_scores_gemma":[0.0003732857,0.003371495,0.001067441,0.002273657,0.0003810732,0.001834731,0.0006555787,0.002853715,0.001280715],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006045895,"about_ca_system_score_gemma":0.00280367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.464644,"about_ca_topic_score_gemma":0.9568009,"domain_scores_codex":[0.9854394,0.0009374932,0.002600356,0.002668928,0.002618712,0.005735135],"domain_scores_gemma":[0.9906551,0.001055825,0.0007764163,0.003627027,0.0007696357,0.003115963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00109086,0.001638951,0.01688775,0.0009223647,0.002607248,0.0009777052,0.005495266,0.08984658,0.04053028,0.00273666,0.8348188,0.00244754],"study_design_scores_gemma":[0.004826383,0.0001981389,0.002451188,0.0005295738,0.0008833201,0.0004476633,0.001514596,0.009439675,0.008383299,0.0004232131,0.9666809,0.004222014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9511244,0.002217704,0.007757188,0.006320472,0.002578264,0.002429769,0.001138246,0.002425087,0.0240089],"genre_scores_gemma":[0.9099466,0.009212411,0.01556352,0.004262314,0.001566468,0.0002448902,0.003356266,0.001024408,0.05482313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4921569,"threshold_uncertainty_score":0.9998108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08453682710570246,"score_gpt":0.303834210368544,"score_spread":0.2192973832628416,"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."}}