{"id":"W2761036418","doi":"10.1007/3-540-32386-4_8","title":"Order of magnitude approach","year":2005,"lang":"en","type":"book-chapter","venue":"Interaction of mechanics and mathematics","topic":"Chemistry and Stereochemistry Studies","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Magnitude (astronomy); Order (exchange); Mathematics; Environmental science; Physics; Economics; Astrophysics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008905352,0.001282091,0.000861441,0.001789893,0.0009327039,0.002880703,0.00148536,0.001273283,0.04345378],"category_scores_gemma":[0.002866523,0.0004555651,0.000746814,0.0006853904,0.002269614,0.004372715,0.001860284,0.003124471,0.0178068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001530802,"about_ca_system_score_gemma":0.001021577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006113974,"about_ca_topic_score_gemma":0.0006086656,"domain_scores_codex":[0.9988269,0.0002148643,0.00004073518,0.0002321908,0.0005847549,0.000100527],"domain_scores_gemma":[0.9991629,0.0002533591,0.00004896437,0.000228351,0.000250762,0.00005569766],"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":[0.000007975034,0.000008321085,0.00002279985,0.00003551974,0.000003334825,0.00001199504,0.00002877332,0.0004257175,0.0004562665,0.9751359,0.009734317,0.01412919],"study_design_scores_gemma":[0.000006668836,0.00001802273,0.00007090167,0.00002689192,0.00000652682,0.00008414323,0.00002491597,0.003831923,0.0009123797,0.86086,0.1341472,0.00001038446],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002254355,0.003535183,0.3404597,0.003729453,0.003280718,0.00008278023,0.0002888066,0.0008728726,0.6454961],"genre_scores_gemma":[0.1740407,0.005488149,0.1774161,0.003810259,0.004551184,0.0004450788,0.0004766895,0.001207189,0.6325647],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04345378,"threshold_uncertainty_score":0.1453674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02759888918289254,"score_gpt":0.2532652808512002,"score_spread":0.2256663916683077,"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."}}