{"id":"W2484210767","doi":"10.1520/mnl11567m","title":"A Conceptual System of Moisture Performance Analysis","year":2010,"lang":"en","type":"book-chapter","venue":"ASTM International eBooks","topic":"Laser and Thermal Forming Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Moisture; Environmental science; Computer science; Geography; Meteorology","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":[0.00006606452,0.0002107872,0.0003094246,0.0002622072,0.0000208622,0.00001366328,0.0003533252,0.0002748822,0.0002156674],"category_scores_gemma":[0.000002314332,0.0001983264,0.0002348095,0.00001305922,0.00009477804,0.00003776004,0.00005563135,0.0003812347,0.00003072678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007288009,"about_ca_system_score_gemma":0.00001737894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001814637,"about_ca_topic_score_gemma":0.00003124289,"domain_scores_codex":[0.9991716,0.000002255908,0.0003068194,0.0001418998,0.0002774585,0.0001000359],"domain_scores_gemma":[0.9994743,0.00001955702,0.0001051597,0.0002346197,0.0001267749,0.00003958294],"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":[0.00002781655,0.000006103357,0.000129377,0.0001800365,0.004005687,0.00001738996,0.000432271,0.0004879933,0.002237959,0.9853442,0.0003162434,0.006814967],"study_design_scores_gemma":[0.0009575346,0.0002315842,0.0008268519,0.001717913,0.002851742,0.000106212,0.0001008165,0.02615314,0.1213282,0.007711159,0.8357646,0.002250278],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005454887,0.00004434458,0.001031488,0.000002553404,0.0005293902,0.00009866656,0.0001538789,0.000340663,0.9923441],"genre_scores_gemma":[0.869512,0.000008906854,0.000558962,0.00001022789,0.0001797924,0.00001139118,0.00008137954,0.00004271743,0.1295946],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.977633,"threshold_uncertainty_score":0.8087515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0070532421087931,"score_gpt":0.1928274370485327,"score_spread":0.1857741949397396,"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."}}